diff --git a/01-Tue/DataAccess/DataResources.md b/01-Tue/DataAccess/DataResources.md new file mode 100644 index 00000000..948652ef --- /dev/null +++ b/01-Tue/DataAccess/DataResources.md @@ -0,0 +1,23 @@ +# Ocean Data Resources + +A non-exhaustive list of open access datasets and data discovery tools with a focus on the Northeast Pacific. + +| **Dataset(s)** | **Description** | +|---|---| +| [C-PROOF Gliders](https://cproof.uvic.ca/) | The Canadian-Pacific Robotic Ocean Observing Facility operates a fleet of autonomous gliders, floats, and moorings providing ocean scientists with long-term monitoring of the ocean at the small scales important to resolve upper ocean physical and biological processes. | +| [ARGO](https://argovis.colorado.edu/argo?startDate=2026-08-01\&endDate=2026-08-11\&polygon=\[]\&argocore=true\&argobgc=true\&argodeep=true\&depthRequired=0\¢erlon=-160\&projection=mercator) | Global program of autonomous profiling drifters collecting temperature, salinity, and depth measurements from surface - 2000m. Biogeochemical-ARGO additionally collect nitrate, oxygen, or chlorophyll measurements. Deep-ARGO profile to 4000m. | +| [Line P](https://www.waterproperties.ca/linep/) | The longest running oceanographic transect time series, Line P transits 1200km from Victoria, BC to Ocean Station Papa (50.0N, 145.0 W) three times a year during Spring, late Summer and Winter. | +| [DFO Pacific ERDDAP](https://data.cioospacific.ca/erddap/info/index.html?page=1\&itemsPerPage=1000) | Access to long-term ocean monitoring programs run by DFO, including BC Lighthouse data, C-PROOF gliders, CTD and bottle sample data collected on research cruises, including Line P | +| [Hakai Institute ERDDAP](https://catalogue.hakai.org/erddap/index.html) | Hakai Institute maintains a diverse range of data along research axes including biodiversity genomics, geohazards and cryosphere, nearshore ecology, oceanographic observation, and watersheds. | +| PEARL Lab | Pacific Ecosystem Autonomous Research Laboratory is a near-shore marine laboratory located at Bamfield Marine Science Centre equipped with underway thermosalinograph, oxygen, meteorological, and bio-optical sensors | +| NOAA [CoastWatch ERDDAP](https://coastwatch.noaa.gov/erddap/info/index.html?page=1\&itemsPerPage=1000) | NOAA CoastWatch exists to help people access and use global and regional satellite data. Use the ERDDAP server to subset and download gridded (Level 3 and above) environmental datasets in common file formats with options to make graphs and maps. | +| [NASA Earth Data](https://www.earthdata.nasa.gov/data) | Data exploration, visualization, and access tools for NASA instruments and platforms | +| [SalishSeaCast](https://salishsea.eos.ubc.ca/erddap/index.html) | Three dimensional model for the Strait of Georgia and Salish Sea. Built on NEMO modelling architecture, SalishSeaCast provides biological, chemical, and physical ocean parameters at hourly and daily resolutions along a 898 x 398 grid space. | +| [LiveOcean](https://faculty.washington.edu/pmacc/LO/data_access.html) | Three dimensional model of the Northeast Pacific. Built on ROMS modelling architecture, LiveOcean provides biological, chemical and physical ocean parameters at monthly and daily resolutions from 2014-2024. | +| [ONC Sensor Network](https://data.oceannetworks.ca/) | Cabled observatories, mobile platforms, and autonomous instruments operated and maintained by Ocean Networks Canada | +| [Northwest Environmental Moorings](https://nwem.apl.uw.edu/erddap/index.html) | NWEM maintains a number of buoys throughout the Puget Sound and along the Washington coast. This includes the Oceanic Remote Chemical Analyzer (ORCA) moorings, as well as the Northwest Enhanced Moored Observatory (NEMO). The Oceanic Remote Chemical Analyzer (ORCA) moorings are autonomous profiling systems that collect near real-time water property and atmospheric data in Puget Sound, Washington State. | +| [World Ocean Database](https://www.ncei.noaa.gov/access/world-ocean-database-select/dbsearch.html) | World’s largest collection of uniformly formatted, quality controlled, publicly available ocean profile data | +| [GLODAP](https://glodap.info/) | A uniformly calibrated open ocean data product
of inorganic and carbon-relevant variables | +| [World Ocean Atlas](https://www.ncei.noaa.gov/products/world-ocean-atlas) | Generate figures or gridded datasets of ocean variables at a specified depth over a specified time period | +| [Observing System Monitor Center](https://globalocean.noaa.gov/resources/osmc-data/) | Access near-real-time data from from various oceanographic platforms such as ships, floats, and tide gauges | +| [CIOOS](http://cioos.ca) | Canadian Integrated Ocean Observing System. Data discovery tools for Canadian datasets | diff --git a/01-Tue/DataAccess/PartII_API_Access.ipynb b/01-Tue/DataAccess/PartII_API_Access.ipynb new file mode 100644 index 00000000..119e30df --- /dev/null +++ b/01-Tue/DataAccess/PartII_API_Access.ipynb @@ -0,0 +1,4755 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "id": "c677433b-6381-46ea-a3eb-0dcec5bf3d58", + "metadata": {}, + "source": [ + "# Part II: Understanding the basics of API requests \n", + "\n", + "**API (Application Programming Interface)** allows users to remotely access data. An API acts as an intermediary between you and the data server you are trying to access. Most applications you use to access real-time information (e.g. weather applications, stock exchanges, live airplane flight paths) rely on APIs to allow fast data exchanges over the internet. In some cases, going to the data source website and downloading a chunk of data may be simpler for one-time use cases, but programmatically accessing data through URLs is critical to monitor live data. In this example you will learn how to use API access to visualize real-time data from cabled observatories near Bamfield Marine Science Centre. \n", + "\n", + "**An API protocol consists of:**\n", + "1. Client Request: Create a specific query URL for the data you are interested in. Query input parameters may specify time ranges, geolocations, sensor IDs, essential ocean variable keywords.\n", + "2. Authentification and Security: You may need to provide user credentials to gain access to the database you are querying. To complete this example, you will need to register for an Ocean Networks Canada Oceans 3.0 account. Click [here](https://data.oceannetworks.ca/Registration) to register.\n", + "3. Processing: The API will use your query to return a subselection of data stored in the database based on your query filters.\n", + "4. Data formatting and Response: The requested data will be returned in JSON, XML, or Protocol Buffer structures. These formats are not very human readable.\n", + "5. Application Integration: Convert data from returned structure to human readable formats. Process or visualize data.\n", + "\n", + "*Note: ONC's API Client Libraries complete steps 3 and 4 above for you.* \n", + "\n", + "**Client Libraries** are colections of pre-written, user-friendly functions designed specifically to interact with a particular API. **Importantly, client libraries are tailored to specific programming languages** (for example, ONC provides separate client libraries for Python, MATLAB). Instead of forcing you to write complex web requests from scratch, handle security headers, or manually parse messy JSON responses, the client library performs these API calls for you behind the scenes. It takes your simple inputs (like a location and date) and returns clean, ready-to-use data! The onc python client library has already been configured in our environments
\n", + "\n", + "ONC provides a detailed API overview and guide to accessing their data [here](https://oceannetworkscanada.github.io/Oceans3.0-API/Home.html). " + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "e22a901d-d938-488e-95cf-d125b4768560", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "from dotenv import load_dotenv\n", + "from onc import ONC\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import cartopy.crs as ccrs\n", + "import cartopy.feature as cfeature\n", + "import cmocean" + ] + }, + { + "attachments": { + "028d4eef-925a-44db-ab09-c40e236e37b0.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "cbdcb9f4-1fb1-4cd8-9e9a-09adb747d984", + "metadata": {}, + "source": [ + "## Copy your ONC token\n", + " To access ONC data through the API, you will need a unique token to authenticate your API request. \n", + "1. Login to your [Oceans 3.0](https://data.oceannetworks.ca/Login?service=https://data.oceannetworks.ca) account\n", + "2. Navigate in the top bar to 'Profile'\n", + "3. Click the web services API tab\n", + "4. Copy Token and past in the code below <>\n", + "\n", + " ![Screenshot 2026-08-18 at 3.15.21 PM.png](attachment:028d4eef-925a-44db-ab09-c40e236e37b0.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "c1c1a54f", + "metadata": {}, + "outputs": [], + "source": [ + "# Initialize the ONC client\n", + "token = 'xxx' # replace xxx with your unique token\n", + "onc = ONC(token)" + ] + }, + { + "attachments": { + "467b5ba5-0900-4725-8353-63b3cfa7c52b.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "c241f30e", + "metadata": {}, + "source": [ + "### Finding Your Filters with the ONC OpenAPI Tool\n", + "You can't write a query if you don't know the exact location and device codes the database uses! To find these, ONC provides an interactive [OpenAPI interface](https://data.oceannetworks.ca/OpenAPI). \n", + "\n", + "**How to use it as a reference:**\n", + "1. **Log in:** Make sure you are logged into your Oceans 3.0 account in your browser. The OpenAPI tool automatically links to your active session and API token.\n", + "2. **Navigate:** Go to the [ONC OpenAPI page](https://data.oceannetworks.ca/OpenAPI). \n", + "3. **Select an Endpoint:** Click on the specific endpoint you want to search. For example, click on `GET /locations` if you need to find a location code, or `GET /properties` if you need to look up a specific seawater variable.\n", + "4. **Test it out:** Click the **\"Try it out\"** button. You can enter plain-text search parameters (like typing \"Folger\" in the `locationName` box) or leave the filters blank to retrieve a broader list.\n", + "5. **Execute & Review:** Click **\"Execute\"**. Scroll down to the \"Response body\" block to see the JSON data returned by the server. Look through this output to find the exact `locationCode` (like `FGPPN`) or `deviceCategoryCode` you need to plug into your Python script.\n", + "\n", + "We will walk through an example of using python commands to find the filters we need, but you can return to the OpenAPI interface when you want to rewrite your own queries. See some useful onc python commands below. \n", + "\n", + "![Screenshot 2026-08-19 at 9.47.24 AM.png](attachment:467b5ba5-0900-4725-8353-63b3cfa7c52b.png)" + ] + }, + { + "attachments": { + "4f4cb41f-c05b-4e72-b6a9-4b874f0f2468.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "016d81b2-26cd-408b-904e-a111c142a274", + "metadata": {}, + "source": [ + "### Finding all ONC assets within a given geographic boundary\n", + "\n", + "BMSC, the Barkley Sound region and surrounding offshore areas are shown below. Use the map to set Lat and Lon boundaries for an ONC instrument query\n", + "![BarkleySound.png](attachment:4f4cb41f-c05b-4e72-b6a9-4b874f0f2468.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "da791f0f-de0f-4e8e-b9be-755dfd197ad1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Filter by lat x lon bounding boxes\n", + "\n", + "# Define bounding box\n", + "minLat = xxx # Replace xxx with lat x lon boundaries of choice\n", + "maxLat = xxx\n", + "minLon = xxx\n", + "maxLon = xxx\n", + "\n", + "params = {'includeParents': True,}\n", + "\n", + "locations = onc.getLocations(params)\n", + "df_locations = pd.DataFrame(locations)\n", + "\n", + "# Keep locations within bounding box\n", + "df_subset = df_locations[\n", + " (df_locations['lat'] > minLat) &\n", + " (df_locations['lat'] < maxLat) &\n", + " (df_locations['lon'] > minLon) &\n", + " (df_locations['lon'] < maxLon)\n", + "]\n", + "# plot device locations with their codes\n", + "fig, ax = plt.subplots(\n", + " figsize=(8, 8),\n", + " subplot_kw={'projection': ccrs.PlateCarree()}\n", + ")\n", + "\n", + "# Label points with locationCodes\n", + "for _, row in df_subset.iterrows():\n", + " ax.text(\n", + " row['lon'] + 0.01,\n", + " row['lat'] + 0.01,\n", + " row['locationCode'],\n", + " transform=ccrs.PlateCarree()\n", + " )\n", + "\n", + "ax.set_extent([\n", + " minLon,\n", + " maxLon,\n", + " minLat,\n", + " maxLat\n", + "])\n", + "\n", + "ax.add_feature(cfeature.LAND)\n", + "ax.add_feature(cfeature.COASTLINE)\n", + "ax.gridlines(draw_labels=True)\n", + "\n", + "sc = ax.scatter(df_subset['lon'],df_subset['lat'],s=40,transform=ccrs.PlateCarree())\n", + "\n", + "# Map features\n", + "ax.add_feature(cfeature.LAND, zorder=1)\n", + "ax.add_feature(cfeature.COASTLINE, zorder=2)\n", + "\n", + "# Lat/lon grid\n", + "gl = ax.gridlines(draw_labels=True)\n", + "gl.top_labels = False\n", + "gl.right_labels = False\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a22907c4-56da-44e5-8776-088f730a44e4", + "metadata": {}, + "source": [ + "### Narrowing in....\n", + "As you can see, ONC has deployed many devices in this area. However, not all of these devices are going to be useful, many of them are single CTD casts. Some are ancillary equipment, e.g. a light that connects to an underwater camera. \n", + "\n", + "In the next section you will filter for devices that *continuously* measure a property of interest (i.e. not a single CTD cast) and have collected data in the past week\n", + "\n", + "ONC OpenAPI enables filtering locations according to the properties they measure, defined in controlled vocabulary terms, or `cvTerms`. \n", + "\n", + "#### A brief note on `cvTerms`\n", + "In oceanography, different groups might use different names for the same property (e.g., \"Chlorophyll\", \"Chl_a\", \"chlorophyll_concentration\"). A Controlled Vocabulary acts as a standardized, globally agreed-upon dictionary for these scientific terms. \n", + "\n", + "Inside the `cvTerm` data, you will often find:\n", + "* **`uom`**: The standardized **Unit of Measure**.\n", + "* **`uri`**: A **Uniform Resource Identifier** (a web link) pointing to the official, machine-readable definition of that term or unit in a global registry, such as the [NERC Vocabulary Server (NVS)](https://vocab.nerc.ac.uk/).\n", + "\n", + "**Why does this matter?** This is a key part of **FAIR data principles** (Findable, Accessible, Interoperable, Reusable). By linking local data names to global standards like NERC, databases like ONC and Hakai can accurately communicate and be compared without any guesswork!\n", + "\n", + "*(This will likely come up again in the reproducable workflows workshop later this week)*\n", + "\n", + "see some useful property `cvTerms` you can filter by \n", + "\n", + "| propertyName | propertyCode cvTerm | uom |\n", + "|------------------------|-----------------------|----------|\n", + "| sea water temperature | seawatertemperature | K |\n", + "| salinity | salinity | psu |\n", + "| conductivity | conductivity | S/m |\n", + "| colored dissolved organic matter | cdom | ppb|\n", + "| Chlorophyll a | chlorophyll | ug/L |\n", + "| co2 partial pressure | co2partialpressure | pCO2 uatm |\n", + "| density | density | kg/m3 |\n", + "| nitrate concnetration | nitrateconcentration | umol/L |\n", + "| dissolved oxygen concentration | oxygen | ml/L |\n", + "| pH | ph | pH |\n", + "| turbidity | turbidityntu | NTU |\n" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "bc74932b-5c6d-4614-8f3b-3c026aa054d1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "18 chlorophyll detected\n", + "74 seawatertemperature detected\n", + "2 ph detected\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Filtering for devices measuring properties of choice\n", + "\n", + "propertyCodeWanted = ['xx',\n", + " 'xx',\n", + " 'xx'] # Replace xxxx with property code of interest\n", + "\n", + "parentLocationCode = 'PAC' \n", + "\n", + "# Filtering for recent data\n", + "from datetime import datetime, timedelta, timezone\n", + "# Set our time filter to retrieve recent data.\n", + "# We'll use ISO 8601 format \n", + "\n", + "dt_recent = datetime.now(timezone.utc) - timedelta(days=7) # Update number of days for a longer or shorter time series\n", + "dateFrom = dt_recent.strftime('%Y-%m-%dT%H:%M:%S.000Z')\n", + "\n", + "# PAC location parent includes all long-term monitoring platforms deployed in the Pacific. one time deployments casts are under the MOBP parent location (mobile platform)\n", + "\n", + "# Store results here\n", + "results = [] \n", + "\n", + "for propCode in propertyCodeWanted: \n", + " params = {'locationCode': parentLocationCode,\n", + " 'propertyCode': propCode,\n", + " 'dateFrom': dateFrom,\n", + " 'includeChildren': True}\n", + " try: \n", + " response = onc.getLocations(params)\n", + " response_df = pd.DataFrame(response)\n", + " response_df['propertyCode'] = propCode\n", + " \n", + " # Keep locations within bounding box\n", + " responseSubset_df = response_df[\n", + " (response_df['lat'] > minLat) &\n", + " (response_df['lat'] < maxLat) &\n", + " (response_df['lon'] > minLon) &\n", + " (response_df['lon'] < maxLon)]\n", + " \n", + " # Save compiled data in a new data frame\n", + " results.append(responseSubset_df)\n", + "\n", + " print(f\"{len(response_df)} {propCode} detected\")\n", + "\n", + " except Exception as e:\n", + " print(f\"no {propCode} detected\")\n", + " continue \n", + "\n", + "# Combine results \n", + "filteredSensors = pd.concat(results, ignore_index=True)\n", + "filteredSensors = (filteredSensors.groupby('locationCode', as_index=False)\n", + " .agg({'locationName': 'first',\n", + " 'lat': 'first',\n", + " 'lon': 'first',\n", + " 'depth': 'first',\n", + " 'propertyCode': lambda x: ','.join(x)}))\n", + "\n", + "# Remove single CTD casts. # Note this step required apriori knowledge of ONC naming schemes for ctd casts\n", + "CF = filteredSensors['locationCode'].str.startswith('CF', na=False)\n", + "Patrol = filteredSensors['locationName'].str.contains('Patrol',na=False)\n", + "\n", + "filteredSensors = filteredSensors[~(CF | Patrol)].copy()\n", + " \n", + "# Replot the narrowed down device list \n", + "fig, ax = plt.subplots(\n", + " figsize=(8, 8),\n", + " subplot_kw={'projection': ccrs.PlateCarree()})\n", + "\n", + "# Label points with locationCodes\n", + "for _, row in filteredSensors.iterrows():\n", + " ax.text(\n", + " row['lon'] + 0.01,\n", + " row['lat'] + 0.01,\n", + " row['locationCode'],\n", + " transform=ccrs.PlateCarree())\n", + "\n", + "ax.set_extent([\n", + " minLon,\n", + " maxLon,\n", + " minLat,\n", + " maxLat\n", + "])\n", + "\n", + "ax.add_feature(cfeature.LAND)\n", + "ax.add_feature(cfeature.COASTLINE)\n", + "ax.gridlines(draw_labels=True)\n", + "\n", + "sc = ax.scatter(filteredSensors['lon'],filteredSensors['lat'],s=40,transform=ccrs.PlateCarree())\n", + "\n", + "# Map features\n", + "ax.add_feature(cfeature.LAND, zorder=1)\n", + "ax.add_feature(cfeature.COASTLINE, zorder=2)\n", + "\n", + "# Lat/lon grid\n", + "gl = ax.gridlines(draw_labels=True)\n", + "gl.top_labels = False\n", + "gl.right_labels = False\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "e0d01e66-436a-494b-941a-3ef21ba10c29", + "metadata": {}, + "source": [ + "We are seeing overlap where there are multiple sensors deployed at different depths. Let's look at the table of locations and select a single location to investigate more closely" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "79f0e73c-f5d9-4301-bdaa-af4e40215d4f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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1CCIPChina Creek Underwater Network49.153883-124.802550113.00chlorophyll,seawatertemperature
6FGPDFolger Deep48.813866-125.28055495.00seawatertemperature
7FGPD.O2Oxygen Sensor SBE6348.813762-125.28077796.00seawatertemperature
8FGPPNFolger Pinnacle48.808292-125.28150025.00seawatertemperature
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" + ], + "text/plain": [ + " locationCode locationName lat lon depth \\\n", + "0 BSVPP Profiling Instrument Package 49.486885 -124.769333 34.53 \n", + "1 CCIP China Creek Underwater Network 49.153883 -124.802550 113.00 \n", + "6 FGPD Folger Deep 48.813866 -125.280554 95.00 \n", + "7 FGPD.O2 Oxygen Sensor SBE63 48.813762 -125.280777 96.00 \n", + "8 FGPPN Folger Pinnacle 48.808292 -125.281500 25.00 \n", + "\n", + " propertyCode \n", + "0 chlorophyll,seawatertemperature,ph \n", + "1 chlorophyll,seawatertemperature \n", + "6 seawatertemperature \n", + "7 seawatertemperature \n", + "8 seawatertemperature " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(filteredSensors)" + ] + }, + { + "cell_type": "markdown", + "id": "2f6db281-8e1f-47e2-a8e7-2a1720b8d219", + "metadata": {}, + "source": [ + "### Discover all the properties measured at site of choice\n", + "\n", + "Select one of the filtered locationCodes to explore more deeply. See what other properties it measures besides the propertyCode you filtered for. " + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "65126086", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Showing properties available at this location.\n" + ] + }, + { + "data": { + "text/html": [ + "
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cvTermdescriptionhasDeviceDatahasPropertyDatapropertyCodepropertyNameuom
0{'property': [], 'uom': []}AmperageTrueFalseamperageAmperageA
1{'property': [], 'uom': [{'uri': 'http://vocab...Aperture of Camera LensTrueFalseapertureAperture%
2{'property': [], 'uom': [{'uri': 'http://vocab...Battery ChargeTrueFalsebatterychargeBattery Charge%
3{'property': [], 'uom': []}Biofouling PreventionTrueFalsebiofoulingpreventionBiofouling PreventionON/OFF
4{'property': [], 'uom': [{'uri': 'http://vocab...Light BrightnessTrueFalsebrightnessBrightness%
5{'property': [], 'uom': [{'uri': 'http://vocab...ChlorophyllTrueTruechlorophyllChlorophyllug/l
6{'property': [], 'uom': [{'uri': 'http://vocab...Conductivity: siemens per metreTrueTrueconductivityConductivityS/m
7{'property': [], 'uom': [{'uri': 'http://vocab...Light ContrastTrueFalsecontrastContrast%
8{'property': [], 'uom': []}Defog: Remove fog effect from imageTrueFalsedefogDefogON/OFF
9{'property': [], 'uom': [{'uri': 'http://vocab...Defog Effect: Amount of defog effectTrueFalsedefog_effectDefog Effect%
10{'property': [], 'uom': [{'uri': 'http://vocab...DensityTrueTruedensityDensitykg/m3
11{'property': [], 'uom': [{'uri': 'http://vocab...Electrical ResistanceTrueFalseelectricalresistanceElectrical Resistanceohm
12{'property': [], 'uom': []}Electric ChargeTrueFalseelectricchargeElectric ChargemAh
13{'property': [], 'uom': [{'uri': 'http://vocab...Count: engineering dataTrueFalseengineeringcountEngineering CountCount
14{'property': [], 'uom': [{'uri': 'http://vocab...Level of Exposure to LightTrueFalseexposure_levelExposure Level%
15{'property': [], 'uom': []}Fault flagsTrueFalsefaultflagFault FlagsNA
16{'property': [], 'uom': [{'uri': 'http://vocab...FocusTrueFalsefocusFocusCount
17{'property': [], 'uom': [{'uri': 'http://vocab...Saturation: of gasTrueFalsegassaturationGas Saturation%
18{'property': [], 'uom': [{'uri': 'http://vocab...Time: GPS interval time of weekTrueFalsegpsintervaltimeofweekGPS Interval Time of Weeks
19{'property': [], 'uom': []}Time: Gregorian days since 19700101T000000ZTrueFalsegregoriantimeGregorian TimeGregorian days since 19700101T000000Z
20{'property': [], 'uom': [{'uri': 'http://vocab...Ground FaultTrueFalsegroundfaultGround Fault%
21{'property': [], 'uom': [{'uri': 'http://vocab...Humidity: internal to calibrate instrumentTrueFalseinternalhumidityInternal Humidity%
22{'property': [], 'uom': [{'uri': 'http://vocab...Temperature: instrument internal temperatureTrueFalseinternaltemperatureInternal TemperatureC
23{'property': [], 'uom': [{'uri': 'http://vocab...Infrared Light ThresholdTrueFalseir_thresholdIR Threshold%
24{'property': [], 'uom': []}LaserTrueFalselaserLaserON/OFF
25{'property': [], 'uom': []}Lock Aperture of CameraTrueFalselock_apertureLock ApertureON/OFF
26{'property': [], 'uom': [{'uri': 'http://vocab...Magnetic HeadingTrueFalsemagneticheadingMagnetic Headingdeg
27{'property': [], 'uom': []}Magnetic flux densityTrueFalsemagnetometerMagnetometeruT
28{'property': [], 'uom': [{'uri': 'http://vocab...Maximum GainTrueFalsemax_gainMaximum Gain%
29{'property': [], 'uom': []}Maximum exposure time of Camera in microsecTrueFalsemax_shutterMax Exposure Timeus
30{'property': [], 'uom': []}Acceleration: micro-gTrueFalsemicrogaccelerationMicro-g Accelerationug
31{'property': [], 'uom': [{'uri': 'http://vocab...Oxygen: optode sensorTrueTrueoxygenOxygenml/l
32{'property': [], 'uom': [{'uri': 'http://vocab...PitchTrueFalsepitchPitchdeg
33{'property': [], 'uom': [{'uri': 'http://vocab...PressureTrueTruepressurePressuredecibar
34{'property': [], 'uom': [{'uri': 'http://vocab...RollTrueFalserollRolldeg
35{'property': [], 'uom': [{'uri': 'http://vocab...Runtime SensorTrueFalseruntimesensorRuntime Sensors
36{'property': [], 'uom': []}SalinityTrueTruesalinitySalinitypsu
37{'property': [], 'uom': [{'uri': 'http://vocab...Light SaturationTrueFalsesaturationSaturation%
38{'property': [], 'uom': [{'uri': 'http://vocab...Temperature: sea waterTrueTrueseawatertemperatureSea Water TemperatureC
39{'property': [], 'uom': [{'uri': 'http://vocab...Light SharpnessTrueFalsesharpnessSharpness%
40{'property': [], 'uom': [{'uri': 'http://vocab...Sigma-tTrueTruesigmatSigma-tkg/m3
41{'property': [], 'uom': [{'uri': 'http://vocab...Sigma-thetaTrueTruesigmathetaSigma-thetakg/m3
42{'property': [], 'uom': [{'uri': 'http://vocab...Sound Speed: sound velocity sensorTrueTruesoundspeedSound Speedm/s
43{'property': [], 'uom': []}Status CodeTrueFalsestatuscodeStatus CodeNA
44{'property': [], 'uom': [{'uri': 'http://vocab...Tone Mapping of LightTrueFalsetone_mappingTone Mapping%
45{'property': [], 'uom': [{'uri': 'http://vocab...Turbidity: nephelometric turbidity unitsTrueFalseturbidityntuTurbidity NTUNTU
46{'property': [], 'uom': [{'uri': 'http://vocab...Voltage: voltage sensorTrueFalsevoltageVoltageV
47{'property': [], 'uom': []}Axis White Balance: 0=auto, 1=hold, 2=fixed_ou...TrueFalsewhite_balanceAxis White BalanceNA
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" + ], + "text/plain": [ + " cvTerm \\\n", + "0 {'property': [], 'uom': []} \n", + "1 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "2 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "3 {'property': [], 'uom': []} \n", + "4 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "5 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "6 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "7 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "8 {'property': [], 'uom': []} \n", + "9 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "10 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "11 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "12 {'property': [], 'uom': []} \n", + "13 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "14 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "15 {'property': [], 'uom': []} \n", + "16 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "17 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "18 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "19 {'property': [], 'uom': []} \n", + "20 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "21 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "22 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "23 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "24 {'property': [], 'uom': []} \n", + "25 {'property': [], 'uom': []} \n", + "26 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "27 {'property': [], 'uom': []} \n", + "28 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "29 {'property': [], 'uom': []} \n", + "30 {'property': [], 'uom': []} \n", + "31 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "32 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "33 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "34 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "35 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "36 {'property': [], 'uom': []} \n", + "37 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "38 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "39 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "40 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "41 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "42 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "43 {'property': [], 'uom': []} \n", + "44 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "45 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "46 {'property': [], 'uom': [{'uri': 'http://vocab... \n", + "47 {'property': [], 'uom': []} \n", + "\n", + " description hasDeviceData \\\n", + "0 Amperage True \n", + "1 Aperture of Camera Lens True \n", + "2 Battery Charge True \n", + "3 Biofouling Prevention True \n", + "4 Light Brightness True \n", + "5 Chlorophyll True \n", + "6 Conductivity: siemens per metre True \n", + "7 Light Contrast True \n", + "8 Defog: Remove fog effect from image True \n", + "9 Defog Effect: Amount of defog effect True \n", + "10 Density True \n", + "11 Electrical Resistance True \n", + "12 Electric Charge True \n", + "13 Count: engineering data True \n", + "14 Level of Exposure to Light True \n", + "15 Fault flags True \n", + "16 Focus True \n", + "17 Saturation: of gas True \n", + "18 Time: GPS interval time of week True \n", + "19 Time: Gregorian days since 19700101T000000Z True \n", + "20 Ground Fault True \n", + "21 Humidity: internal to calibrate instrument True \n", + "22 Temperature: instrument internal temperature True \n", + "23 Infrared Light Threshold True \n", + "24 Laser True \n", + "25 Lock Aperture of Camera True \n", + "26 Magnetic Heading True \n", + "27 Magnetic flux density True \n", + "28 Maximum Gain True \n", + "29 Maximum exposure time of Camera in microsec True \n", + "30 Acceleration: micro-g True \n", + "31 Oxygen: optode sensor True \n", + "32 Pitch True \n", + "33 Pressure True \n", + "34 Roll True \n", + "35 Runtime Sensor True \n", + "36 Salinity True \n", + "37 Light Saturation True \n", + "38 Temperature: sea water True \n", + "39 Light Sharpness True \n", + "40 Sigma-t True \n", + "41 Sigma-theta True \n", + "42 Sound Speed: sound velocity sensor True \n", + "43 Status Code True \n", + "44 Tone Mapping of Light True \n", + "45 Turbidity: nephelometric turbidity units True \n", + "46 Voltage: voltage sensor True \n", + "47 Axis White Balance: 0=auto, 1=hold, 2=fixed_ou... True \n", + "\n", + " hasPropertyData propertyCode propertyName \\\n", + "0 False amperage Amperage \n", + "1 False aperture Aperture \n", + "2 False batterycharge Battery Charge \n", + "3 False biofoulingprevention Biofouling Prevention \n", + "4 False brightness Brightness \n", + "5 True chlorophyll Chlorophyll \n", + "6 True conductivity Conductivity \n", + "7 False contrast Contrast \n", + "8 False defog Defog \n", + "9 False defog_effect Defog Effect \n", + "10 True density Density \n", + "11 False electricalresistance Electrical Resistance \n", + "12 False electriccharge Electric Charge \n", + "13 False engineeringcount Engineering Count \n", + "14 False exposure_level Exposure Level \n", + "15 False faultflag Fault Flags \n", + "16 False focus Focus \n", + "17 False gassaturation Gas Saturation \n", + "18 False gpsintervaltimeofweek GPS Interval Time of Week \n", + "19 False gregoriantime Gregorian Time \n", + "20 False groundfault Ground Fault \n", + "21 False internalhumidity Internal Humidity \n", + "22 False internaltemperature Internal Temperature \n", + "23 False ir_threshold IR Threshold \n", + "24 False laser Laser \n", + "25 False lock_aperture Lock Aperture \n", + "26 False magneticheading Magnetic Heading \n", + "27 False magnetometer Magnetometer \n", + "28 False max_gain Maximum Gain \n", + "29 False max_shutter Max Exposure Time \n", + "30 False microgacceleration Micro-g Acceleration \n", + "31 True oxygen Oxygen \n", + "32 False pitch Pitch \n", + "33 True pressure Pressure \n", + "34 False roll Roll \n", + "35 False runtimesensor Runtime Sensor \n", + "36 True salinity Salinity \n", + "37 False saturation Saturation \n", + "38 True seawatertemperature Sea Water Temperature \n", + "39 False sharpness Sharpness \n", + "40 True sigmat Sigma-t \n", + "41 True sigmatheta Sigma-theta \n", + "42 True soundspeed Sound Speed \n", + "43 False statuscode Status Code \n", + "44 False tone_mapping Tone Mapping \n", + "45 False turbidityntu Turbidity NTU \n", + "46 False voltage Voltage \n", + "47 False white_balance Axis White Balance \n", + "\n", + " uom \n", + "0 A \n", + "1 % \n", + "2 % \n", + "3 ON/OFF \n", + "4 % \n", + "5 ug/l \n", + "6 S/m \n", + "7 % \n", + "8 ON/OFF \n", + "9 % \n", + "10 kg/m3 \n", + "11 ohm \n", + "12 mAh \n", + "13 Count \n", + "14 % \n", + "15 NA \n", + "16 Count \n", + "17 % \n", + "18 s \n", + "19 Gregorian days since 19700101T000000Z \n", + "20 % \n", + "21 % \n", + "22 C \n", + "23 % \n", + "24 ON/OFF \n", + "25 ON/OFF \n", + "26 deg \n", + "27 uT \n", + "28 % \n", + "29 us \n", + "30 ug \n", + "31 ml/l \n", + "32 deg \n", + "33 decibar \n", + "34 deg \n", + "35 s \n", + "36 psu \n", + "37 % \n", + "38 C \n", + "39 % \n", + "40 kg/m3 \n", + "41 kg/m3 \n", + "42 m/s \n", + "43 NA \n", + "44 % \n", + "45 NTU \n", + "46 V \n", + "47 NA " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "locationCode = 'xxx' # xxxxx. Replace with one of the locationCodes returned above \n", + "\n", + "# Use the filters above to view what seawater properties are measured and availability for Folger Pinnacle.\n", + "params = {'locationCode': locationCode\n", + " }\n", + "properties = onc.getProperties(params)\n", + "\n", + "# Convert to a DataFrame for clean formatting\n", + "df_properties = pd.DataFrame(properties)\n", + "\n", + "# Display just the first 10 rows\n", + "print(f\"Showing properties available at this location.\")\n", + "display(df_properties)" + ] + }, + { + "cell_type": "markdown", + "id": "5bc5931d-a09e-4884-b063-046e9cdfddec", + "metadata": {}, + "source": [ + "### Discover how your property of interest is measured\n", + "Get a device category for the site and property you are examining" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "id": "6f1a63cf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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cvTermdescriptiondeviceCategoryCodedeviceCategoryNamehasDeviceDatalongDescription
0{'deviceCategory': [{'uri': 'http://vocab.nerc...Conductivity Temperature (and Depth Sensor)CTDConductivity Temperature DepthTrueConductivity Temperature Depth (CTD) is an in...
1{'deviceCategory': [{'uri': 'http://vocab.nerc...Oxygen SensorOXYSENSOROxygen SensorTrueOxygen sensors measure dissolved oxygen conce...
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" + ], + "text/plain": [ + " cvTerm \\\n", + "0 {'deviceCategory': [{'uri': 'http://vocab.nerc... \n", + "1 {'deviceCategory': [{'uri': 'http://vocab.nerc... \n", + "\n", + " description deviceCategoryCode \\\n", + "0 Conductivity Temperature (and Depth Sensor) CTD \n", + "1 Oxygen Sensor OXYSENSOR \n", + "\n", + " deviceCategoryName hasDeviceData \\\n", + "0 Conductivity Temperature Depth True \n", + "1 Oxygen Sensor True \n", + "\n", + " longDescription \n", + "0 Conductivity Temperature Depth (CTD) is an in... \n", + "1 Oxygen sensors measure dissolved oxygen conce... " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "propertyCode = 'xxx' # <- xxxx. input any of the available properties returned \n", + "params = {'locationCode': locationCode, 'propertyCode': propertyCode}\n", + "\n", + "devices = onc.getDeviceCategories(params) # <- ONC requires a device category code to be specified\n", + "display(pd.DataFrame(devices))" + ] + }, + { + "cell_type": "markdown", + "id": "345d2030", + "metadata": {}, + "source": [ + "## Retrieving near real-time data" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "35e385ec", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "citation Ocean Networks Canada Society. 2025. China Cre...\n", + "doi 10.34943/d6639a05-4813-4651-8298-dbae86ba4b65\n", + "landingPageUrl https://doi.org/10.34943/d6639a05-4813-4651-82...\n", + "queryPid None\n", + "Name: 0, dtype: object" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Refine your search filters\n", + "deviceCategoryCode = 'xxx' # Update xxx from table above\n", + "\n", + "dt_recent = datetime.now(timezone.utc) - timedelta(days=1) # Update number of days for a longer or shorter time series\n", + "dateFrom = dt_recent.strftime('%Y-%m-%dT%H:%M:%S.000Z')\n", + "\n", + "params = {\n", + " 'locationCode': locationCode,\n", + " 'deviceCategoryCode': deviceCategoryCode,\n", + " 'propertyCode': propertyCode,\n", + " 'dateFrom': dateFrom}\n", + "\n", + "# Call method\n", + "result = onc.getDirectByLocation(params) # Dictionary containing data and metadata\n", + "citation = pd.DataFrame(result['citations'])\n", + "display(citation.iloc[0]) # Display the full citation for this data, including how to properly credit ONC when using this data in your work." + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "327f39f7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sensor data for seawatertemperature at CCIP from 2026-08-18T23:03:44.000Z to 2026-08-19T22:43:09.000Z:\n" + ] + }, + { + "data": { + "text/plain": [ + "{'actualSamples': 86401,\n", + " 'data': {'qaqcFlags': [1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 1,\n", + " 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https://data.oceannetworks.ca/api/scalardata/location?locationCode=CCIP&deviceCategoryCode=CTD&propertyCode=seawatertemperature&dateFrom=2026-08-18T23%3A03%3A44.000Z&token=2bc9939e-d776-41ff-abe3-3cf7b0b465d1\n" + ] + } + ], + "source": [ + "# The Python library returns a dictionary where sensor data is in a list\n", + "sensor_data = result['sensorData'][0]\n", + "print(f\"Sensor data for {propertyCode} at {locationCode} from {dateFrom} to {dateTo}:\")\n", + "display(sensor_data)\n", + "\n", + "units = sensor_data['unitOfMeasure']\n", + "\n", + "# The API Client Library uses code to format your filters into a specialized URL\n", + "# print the URL\n", + "print(f\"Query URL: {result['queryUrl']}\")" + ] + }, + { + "cell_type": "markdown", + "id": "d127acfb", + "metadata": {}, + "source": [ + "## Data Visualization" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "e9dd3bdc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "# Extract timestamps and values\n", + "ts = sensor_data['data']['sampleTimes']\n", + "measuredValues = sensor_data['data']['values']\n", + "\n", + "# Convert ISO8601 date strings to datetime objects for plotting\n", + "sampleTimes_dt = pd.to_datetime(ts)\n", + "\n", + "# Plot the measured values against the datetime\n", + "plt.figure(figsize=(10, 5))\n", + "plt.plot(sampleTimes_dt, measuredValues, '.')\n", + "plt.xlabel('Time (UTC)')\n", + "plt.ylabel(f\"{propertyCode} ({units})\")\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a3d45b17", + "metadata": {}, + "source": [ + "## Retrieve only the most recent data\n", + "In the example above, we programmatically set our time range to filter for recent data defined by `dateFrom`. We can also filter for the most recent data entry available by setting the 'getLatest' boolean filter to true." + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "a410edf8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "params_latest = {\n", + " 'locationCode': locationCode,\n", + " 'deviceCategoryCode': deviceCategoryCode,\n", + " 'propertyCode': propertyCode,\n", + " 'rowLimit': 1, # <- Adjust the rowLimit to see further back in time\n", + " 'getLatest': True\n", + "}\n", + "\n", + "resultLatest = onc.getDirectByLocation(params_latest)\n", + "latest_data = resultLatest['sensorData'][0]['data']\n", + "\n", + "# Parse the latest datetime\n", + "latest_dt = pd.to_datetime(latest_data['sampleTimes'])\n", + "latest_val = latest_data['values']\n", + "\n", + "# Update the plot with the latest data retrieved \n", + "plt.figure(figsize=(10, 5))\n", + "plt.plot(sampleTimes_dt, measuredValues, '.', label='latest day')\n", + "plt.plot(latest_dt, latest_val, 'ro', linewidth=2, markersize=8, label='latest data point')\n", + "plt.xlabel('Time (UTC)')\n", + "plt.ylabel(f\"{propertyCode} ({units})\")\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "5502fb87", + "metadata": {}, + "source": [ + "## Downloading longer data frames \n", + "This example showed a day's worth of data from yesterday to today. You may want to look at a longer range. If you use the onc library `getDirectByLocation` supports an `allPages` parameter. When set to True, it will try to retrieve all the pages." + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "id": "d70adbdb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Query URL: https://data.oceannetworks.ca/api/scalardata/location?locationCode=CCIP&propertyCode=seawatertemperature&deviceCategoryCode=CTD&dateFrom=2025-08-24T23%3A04%3A16.000Z&dateTo=2026-08-19T22%3A43%3A09.000Z&resamplePeriod=14400&resampleType=avg&token=2bc9939e-d776-41ff-abe3-3cf7b0b465d1\n" + ] + } + ], + "source": [ + "# 1. Define your filter parameter with a longer date range \n", + "\n", + "# Update to look at the previous year of data rather than the previous day.\n", + "dt_last_year = datetime.now(timezone.utc) - timedelta(days=360)\n", + "dateFromLong = dt_last_year.strftime('%Y-%m-%dT%H:%M:%S.000Z')\n", + "\n", + "# By default, ONC provides clean data avg'd in 15min bins. \n", + "# As we pull longer time series, we can modify our parameters with 'resamplePeriod' to retrieve data avg'd every day (86400 seconds), every 4hr (14400 seconds), or every 30min (1800 seconds), every 12hr (43200 seconds) etc. \n", + "resample = 14400 # 4hr bins \n", + "resampleType = 'avg'\n", + "\n", + "paramsLongerRange = {\n", + " 'locationCode': locationCode,\n", + " 'propertyCode': propertyCode,\n", + " 'deviceCategoryCode': deviceCategoryCode,\n", + " 'dateFrom': dateFromLong,\n", + " 'dateTo': dateTo,\n", + " 'resamplePeriod': resample,\n", + " 'resampleType': resampleType\n", + "}\n", + "\n", + "# Call methods in the onc library (Python uses allPages=True as an argument)\n", + "result_long = onc.getDirectByLocation(paramsLongerRange, allPages=True)\n", + "print(f\"Query URL: {result_long['queryUrl']}\")" + ] + }, + { + "cell_type": "markdown", + "id": "e1b95f8c", + "metadata": {}, + "source": [ + "## Use onc.getDeployments to retrieve the full time series" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "id": "781e79eb", + "metadata": {}, + "outputs": [], + "source": [ + "# Probe the location and parameter properties to discover when instruments\n", + "# were deployed at the study site\n", + "deployments = onc.getDeployments({\n", + " 'locationCode': locationCode,\n", + " 'propertyCode': propertyCode,\n", + " 'deviceCategoryCode': deviceCategoryCode\n", + "})\n", + "\n", + "# Extract deployment start times\n", + "deploymentsStart = [dep['begin'] for dep in deployments]\n", + "\n", + "# Convert strings to datetime objects\n", + "dt_deploy = pd.to_datetime(deploymentsStart)\n", + "\n", + "# Find the earliest deployment date\n", + "dataCollectionStart = dt_deploy.min()\n", + "\n", + "# Convert earliest datetime back to ISO8601 format and update dateFrom\n", + "dateFromStart = dataCollectionStart.strftime('%Y-%m-%dT%H:%M:%S.000Z') \n", + "\n", + "paramsFull = {\n", + " 'locationCode': locationCode,\n", + " 'propertyCode': propertyCode,\n", + " 'deviceCategoryCode': deviceCategoryCode,\n", + " 'dateTo': dateTo,\n", + " 'dateFrom': dateFromStart,\n", + " 'resamplePeriod': resample,\n", + " 'resampleType': resampleType\n", + "}\n", + "\n", + "# Call methods in the onc library\n", + "resultFull = onc.getDirectByLocation(paramsFull, allPages=True)" + ] + }, + { + "cell_type": "markdown", + "id": "3055366c", + "metadata": {}, + "source": [ + "## Visualization for the full time series" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "68764019", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "\n", + "sensor_data_full = resultFull['sensorData'][0]\n", + "sampleTimesFull_dt = pd.to_datetime(sensor_data_full['data']['sampleTimes'])\n", + "valuesFull = np.array(sensor_data_full['data']['values'])\n", + "\n", + "# Plot the full time series\n", + "plt.figure(figsize=(12, 5))\n", + "plt.plot(sampleTimesFull_dt, valuesFull)\n", + "plt.xlabel('Time (UTC)')\n", + "plt.ylabel(f\"{propertyCode} ({units})\")\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "id": "96b8f96f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Re-plot time series with segments colored between deployment change times\n", + "\n", + "# Ensure arrays are sorted\n", + "sort_idx = np.argsort(sampleTimesFull_dt)\n", + "t = sampleTimesFull_dt[sort_idx]\n", + "v = valuesFull[sort_idx]\n", + "\n", + "# Combine deployment datetimes with start and end bounds\n", + "deployTimes = np.sort(dt_deploy.values)\n", + "boundaries = np.append(deployTimes, t.values[-1])\n", + "\n", + "nSeg = len(boundaries) - 1\n", + "colors = plt.colormaps.get_cmap('tab10')\n", + "\n", + "plt.figure(figsize=(12, 6))\n", + "\n", + "for k in range(nSeg):\n", + " segStart = boundaries[k]\n", + " segEnd = boundaries[k+1]\n", + " idx = (t.values >= segStart) & (t.values <= segEnd)\n", + " plt.plot(t[idx], v[idx], '-', color=colors(k), linewidth=1.5, label=f'Deployment {k+1}')\n", + "\n", + "# Plot deployment markers as vertical dashed lines\n", + "yl = plt.gca().get_ylim()\n", + "for k, x in enumerate(deployTimes):\n", + " label = 'Deployment Boundaries' if k == 0 else \"\"\n", + " plt.plot([x, x], yl, '--', color='gray', label=label)\n", + "\n", + "plt.xlabel('Time (UTC)')\n", + "plt.ylabel(f\"{propertyCode} ({units})\")\n", + "plt.grid(True)\n", + "plt.legend(loc='best')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "55296496-058c-4b7b-b434-fa3bfc041979", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/01-Tue/DataAccess/PartI_ERDDAP_Tutorial.ipynb b/01-Tue/DataAccess/PartI_ERDDAP_Tutorial.ipynb new file mode 100644 index 00000000..9ac744a5 --- /dev/null +++ b/01-Tue/DataAccess/PartI_ERDDAP_Tutorial.ipynb @@ -0,0 +1,1079 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "5c7ca907-689f-4f9b-9029-0ac36de0ec2f", + "metadata": {}, + "source": [ + "# Tools to programmatically access real-time oceanographic data \n", + "\n", + "This coding workbook will demonstrate how to use ERDDAP to programmatically access oceanographic data. We will use real data from sensors located in the Barkley Sound Region. Here, we will use ERDDAP data servers to access O2 data collected by Ocean Networks Canada at the [China Creek Observatory](https://data.oceannetworks.ca/Dashboards/id/175) located near the head of the Alberni Inlet. These data, among others in the region, are discoverable through [CIOOS Data Explorer](https://explore.cioos.ca/?lang=en) and [CIOOS Data Catalogue](https://catalogue.cioos.ca/). \n", + "\n", + "# Part I: Understanding ERDDAP servers \n", + "\n", + "[ERDDAP (Environmental Research Division Data Access Program)](https://coastwatch.noaa.gov/erddap/information.html) is a public access data server/software that acts as an intermediary between users and remote data sources. The ERDDAP processes requests from users, pulls data from data sources, reformats the data according to user preference, and sends it to the user. ERDDAP was originally developed by NOAA to serve oceanographic data, but any organization or individual can create their own ERDDAP server using available [code packages](https://erddap.github.io/docs/server-admin/deploy-install). The beauty of ERDDAP is that it can use information stored in metadata files to convert data to any one of 30+ supported formats you might request (e.g. csv, html table, mat, etc). ERDDAP was initially designed to make diverse datasets more comparable, so space/time variables are always standardized: \n", + "\n", + "* **longitude** is always in degrees_east. \n", + "* **latitude** is always in degrees_north. \n", + "* **altitude** is always in meters with positive=up. \n", + "* **depth** is always in meters with positive=down. \n", + "* **time**, when formatted as a number, is always in \"seconds since 1970-01-01T00:00:00Z\" (known as Unix time) and, when formatted as a string, is formatted according to the ISO 8601 standard (yyyy-MM-ddTHH:mm:ssZ). \n", + "\n", + "ERDDAP enables data access through a specifically formatted query URL. The ERDDAP web page interface you can interact with allows you to set your filter parameters, and then it will automatically produce the query URL for you. If you copy and paste this URL in your browser, it will initiate data download. These query URLs have a standardized structure. Once you understand the structure, you can programmatically access data through your favorite coding software (MATLAB, python, R) without ever needing to visit the ERDDAP web page.\n", + "\n", + "\n", + "## Using ERDDAP to programmatically access ONC data\n", + "\n", + "In this example, we will use [Ocean Networks Canada's ERDDAP](https://dap.oceannetworks.ca/erddap/index.html) to programmatically access data collected by in-situ sensors. You will see all ERDDAPs segregate data into either `griddap` or `tabledap` datasets. Multidimensional gridded data is available from `griddap`, while one-to-two dimensional data (e.g., buoy data) is available from `tabledap`. \n", + "\n", + "We can use the standardized url structure to generate the url. The code below shows how the URL is constructed to pull China Creek O2 data. How would you modify the code to access different ONC datasets?" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "68da5f9b-b5ab-4538-8031-d45ac066f6d4", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from IPython.display import clear_output\n", + "import urllib.parse\n", + "import time\n", + "import requests\n", + "import io" + ] + }, + { + "attachments": { + "2d85bfd4-6956-4481-8b52-6396844befef.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "6fc7c7d8-88c0-426b-9bd4-7dee621635e3", + "metadata": {}, + "source": [ + "![Screenshot 2026-08-18 at 11.16.59 AM.png](attachment:2d85bfd4-6956-4481-8b52-6396844befef.png)" + ] + }, + { + "cell_type": "markdown", + "id": "a4b7709c-804a-4776-8ccd-f01c65277836", + "metadata": {}, + "source": [ + "#### Constructing our ERDDAP URL\n", + "In the cell below, we will construct our ERDDAP URL, based on the info in the screenshot of ONC's ERDDAP page above, fill in the missing elements of the ERDDAP URL " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7ba8d68e-74f7-4a97-a0c3-abbf9637d7f8", + "metadata": {}, + "outputs": [], + "source": [ + "# Set the time range\n", + "time_series_length = 14 # in days. note ERDDAP server is slow, which is why we are limiting to 14 days for now. \n", + "start_time = time.strftime(\"%Y-%m-%dT%H:%M:%S.000Z\",time.gmtime(time.time() - time_series_length*24*3600)) \n", + " \n", + "# Constructing our data query url. \n", + "onc_erddap = 'https://dap.oceannetworks.ca/erddap/tabledap/'\n", + "dataset_id = 'scalar_1217325' # Update with different dataset IDs to plot other ONC data\n", + "format_ext = '.csv' \n", + "query_vars = 'time,temperature,oxygen_corrected,oxygen_uncorrected,latitude,longitude,depth' \n", + "\n", + "# Create url by concatenating query elements according to url structure\n", + "url = f\"{onc_erddap}{dataset_id}{format_ext}?{query_vars}&time>={start_time}\" # Remove time constraint to download full dataset\n", + "print(f\"Querying data from: {url}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "e756c8b2-536f-41a7-85e9-eb907e5f5a4d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Querying data from: https://dap.oceannetworks.ca/erddap/tabledap/scalar_1217325.csv?time,temperature,oxygen_corrected,oxygen_uncorrected,latitude,longitude,depth&time>=2026-08-03T22:26:37.000Z\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Library/Frameworks/Python.framework/Versions/3.14/lib/python3.14/site-packages/urllib3/connectionpool.py:1110: InsecureRequestWarning: Unverified HTTPS request is being made to host 'dap.oceannetworks.ca'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings\n", + " warnings.warn(\n", + "/var/folders/6y/jz4t2xyn6n99xnshsh1vq6gw0000gq/T/ipykernel_30112/472824068.py:19: DtypeWarning: Columns (0: temperature, 1: oxygen_corrected, 2: oxygen_uncorrected, 3: latitude, 4: longitude, 5: depth) have mixed types. Specify dtype option on import or set low_memory=False.\n", + " data = pd.read_csv(io.StringIO(response.text))\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Download the full dataset\n", + "response = requests.get(url, verify=False)\n", + "response.raise_for_status()\n", + "\n", + "data = pd.read_csv(io.StringIO(response.text))\n", + "\n", + "# The first row of an ERDDAP CSV response contains the units\n", + "units = data.iloc[0]\n", + "data_values = data.iloc[1:].copy()\n", + "\n", + "# Convert time column to datetime objects\n", + "data_values['time'] = pd.to_datetime(data_values['time'])\n", + "data_values['temperature'] = pd.to_numeric(data_values['temperature']) - 273.15 # convert from K to celsius\n", + "data_values['oxygen_corrected'] = pd.to_numeric(data_values['oxygen_corrected'])\n", + "\n", + "# Plot time series \n", + "\n", + "fig, ax1 = plt.subplots(figsize=(10, 5))\n", + "line1, = ax1.plot(data_values['time'], data_values['temperature'], 'b.',markersize=2)\n", + "ax1.set_xlabel('Time (UTC)')\n", + "ax1.set_ylabel('Temperature (C)', color='b')\n", + "ax1.tick_params(axis='y', labelcolor='b')\n", + "\n", + "ax2 = ax1.twinx()\n", + "line2, = ax2.plot(data_values['time'], data_values['oxygen_corrected'], 'r.',markersize=2)\n", + "ax2.set_ylabel('[O_2] ml/L', color='r')\n", + "ax2.tick_params(axis='y', labelcolor='r')\n", + "\n", + "# Plot the the threshold for hypoxia (< 2 mg O2/L) - convert to mL/L \n", + "line3, = ax2.plot(data_values['time'], 2/1.43*np.ones(np.size(data_values['time'])), 'r--')\n", + "\n", + "plt.title('China Creek O2 Time Series')\n", + "plt.grid(True)\n", + "plt.show()\n", + "\n", + "# note, if you get a CertVerification error, you need to configure your python's certificate verification\n", + "# To fix: Open your python folder in your applications folder, double click the file labeled Install Certificates.command and rerun the code" + ] + }, + { + "cell_type": "markdown", + "id": "74db50d6-3c73-4749-8f8f-783a6218f83d", + "metadata": {}, + "source": [ + "### Dynamic data access\n", + "\n", + "If you are interested in a one-time data download, this programmatic approach is not the most straightforward. The utility of these approaches is being able to use code to dynamically update URLs and access live data that updates on a regular basis (e.g. satellite data or weather model data). \n", + "\n", + "Below we will use a more dynamic approach than the one above to access *new* data since our most recent call and append our growing data file." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "1e27c6cd-027c-4395-ad08-584cba3ab477", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Request new data from ERDDAP every minute and append it\n", + "poll_interval = 10 # seconds between polls (adjust as needed)\n", + "max_iterations = 10 # safety limit to avoid infinite loops (adjust as needed)\n", + "\n", + "# Create a new plot zooming in on the most data collection\n", + "last_hr = data_values[data_values['time'] > pd.Timestamp.now('UTC') - pd.Timedelta(hours=0.10)]\n", + "\n", + "fig, ax1 = plt.subplots(figsize=(10, 5))\n", + "line1, = ax1.plot(last_hr['time'], last_hr['temperature'], 'b.-', markersize=2)\n", + "ax1.set_xlabel('Time (UTC)')\n", + "ax1.set_ylabel('temperature (C)', color='b')\n", + "ax1.tick_params(axis='y', labelcolor='b')\n", + "\n", + "ax2 = ax1.twinx()\n", + "line2, = ax2.plot(last_hr['time'], last_hr['oxygen_corrected'], 'r.-', markersize=2)\n", + "ax2.set_ylabel('Oxygen (mL/L)', color='r')\n", + "ax2.tick_params(axis='y', labelcolor='r')\n", + "\n", + "plt.title('China Creek Time Series')\n", + "plt.grid(True)\n", + "plt.show(block=False)\n", + "\n", + "for i in range(max_iterations):\n", + " # Update latestDate and updateUrl for next poll\n", + " latest_date = last_hr['time'].iloc[-1].strftime(\"%Y-%m-%dT%H:%M:%S.%fZ\")\n", + " update_url = f\"{onc_erddap}{dataset_id}{format_ext}?{query_vars}&time>={latest_date}\" # Query data since last retreived datapoint \n", + "\n", + " try:\n", + " response = requests.get(update_url, timeout=120)\n", + " response.raise_for_status()\n", + " new_data = pd.read_csv(io.StringIO(response.text))\n", + " except Exception as e:\n", + " print(f\"Failed to read update_url: {e}\\nRetrying after {poll_interval} seconds...\")\n", + " time.sleep(poll_interval)\n", + " continue\n", + "\n", + " # If only header returned or no rows\n", + " if new_data.empty or len(new_data) <= 1:\n", + " time.sleep(poll_interval)\n", + " continue\n", + "\n", + " # Extract values\n", + " new_values = new_data.iloc[1:].copy()\n", + " new_values['time'] = pd.to_datetime(new_values['time'])\n", + " new_values['temperature'] = pd.to_numeric(new_values['temperature']) - 273.15 # convert from kelvin to C\n", + " new_values['oxygen_corrected'] = pd.to_numeric(new_values['oxygen_corrected'])\n", + "\n", + " # Append to existing data variables\n", + " last_hr = pd.concat([last_hr, new_values], ignore_index=True)\n", + "\n", + " print(f\"Iteration {i+1}: Successfully appended {len(new_values)} new rows.\")\n", + "\n", + " # Make a NEW figure\n", + "\n", + " clear_output(wait=True)\n", + " \n", + " fig, ax1 = plt.subplots(figsize=(10, 5))\n", + "\n", + " ax1.plot(\n", + " last_hr['time'],\n", + " last_hr['temperature'],\n", + " 'b.-',\n", + " markersize=2\n", + " )\n", + "\n", + " ax1.set_xlabel('Time (UTC)')\n", + " ax1.set_ylabel('Temperature (°C)', color='b')\n", + " ax1.tick_params(axis='y', labelcolor='b')\n", + "\n", + " ax2 = ax1.twinx()\n", + "\n", + " ax2.plot(\n", + " last_hr['time'],\n", + " last_hr['oxygen_corrected'],\n", + " 'r.-',\n", + " markersize=2\n", + " )\n", + "\n", + " ax2.set_ylabel('Oxygen (mL/L)', color='r')\n", + " ax2.tick_params(axis='y', labelcolor='r')\n", + "\n", + " ax1.set_title(f'China Creek Time Series — iteration {i+1}')\n", + " ax1.grid(True)\n", + " plt.tight_layout\n", + " plt.show()\n", + " # Wait for the next ERDDAP request\n", + " time.sleep(poll_interval)" + ] + }, + { + "cell_type": "markdown", + "id": "253f35b1-e25d-4bdf-9ea5-c33b87717ba2", + "metadata": {}, + "source": [ + "# Bonus Part!! \n", + "## Creating an online data dashboard\n", + "\n", + "Please only complete this section if you have extra time in the workshop or during post-workshop time. \n", + "\n", + "This section will walk through using ERDDAP data access protocols and a package called `streamlit` to create an online data dashboard. `streamlit` enables developers to create interactive online data apps in python without writing javascript or HTML code. \n", + "\n", + "Although we are writing the code to run our dashboard within this notebook, the dashboard code is run independently from the cells above. As a result, variables defined in the cells above will not be transferred to the dashboard and will need to be redefined in the dashboard code. This means we will have to recreate our ERDDAP data call within the dashboard code. Now that you have experience writing an ERDDAP URL, this section of the code has been left blank for you to fill in yourself!\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "e1baf135-ac9a-46e5-9e41-115e0fb3ed69", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[33mWARNING: Package(s) not found: streamlit\u001b[0m\u001b[33m\n", + "\u001b[0mNote: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip show streamlit \n", + "\n", + "# If not installed, you will get a response: WARNING: Package(s) not found: streamlit\n", + "# Note: you may need to restart the kernel to use updated packages.\n", + "\n", + "# If not installed run the cell below. If installed you may skip it. " + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "79f0c8ae-e61b-4cf7-8698-6a771c4ea993", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Name: plotly\n", + "Version: 6.9.0\n", + "Summary: An open-source interactive data visualization library for Python\n", + "Home-page: https://plotly.com/python/\n", + "Author: \n", + "Author-email: Chris P \n", + "License-Expression: MIT\n", + "Location: /Library/Frameworks/Python.framework/Versions/3.14/lib/python3.14/site-packages\n", + "Requires: narwhals, packaging\n", + "Required-by: \n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip show plotly\n", + "\n", + "# If not installed, you will get a response: WARNING: Package(s) not found: plotly\n", + "# Note: you may need to restart the kernel to use updated packages.\n", + "\n", + "# If not installed run the cell below. If installed you may skip it. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "722c6388-72ed-4c54-a0e0-343adad3f4fa", + "metadata": {}, + "outputs": [], + "source": [ + "# Skip if streamlit already installed.\n", + "%pip install streamlit" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "badd4052-b0a1-47b2-b883-bd5d496a92b5", + "metadata": {}, + "outputs": [], + "source": [ + "# Skip if streamlit already installed.\n", + "%pip install plotly" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "ad727075-88a5-450e-8a20-dce0bd29657b", + "metadata": {}, + "outputs": [], + "source": [ + "import streamlit as st" + ] + }, + { + "cell_type": "markdown", + "id": "9b0b60ec-15b5-4820-9100-8b5dd29dd6e2", + "metadata": {}, + "source": [ + "## Writing the dashboard code\n", + "The code that creates the dashboard will be run from an independent .py file. \n", + "We will create and write that .py file here within this notebook in the cell below.\n", + "\n", + "To start let's keep it simple and let's just give the dashboard a name, 'China Creek Ocean Conditions', and a message, 'Hello from our ERDDAP dashbaord'." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "820ac79c-480a-4a0d-8dfb-bb4c2e66b87c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dashboard file created: /Users/yaylasezginer/Documents/github/ohw-tutorials/01-Tue/china_creek_dashboard.py\n" + ] + } + ], + "source": [ + "# Creating the dashboard script\n", + "from pathlib import Path\n", + "\n", + "dashboard_code = \"\"\"\n", + "import streamlit as st\n", + "\n", + "st.title(\"China Creek Ocean Conditions\")\n", + "\n", + "st.write(\"Hello from our ERDDAP dashboard!\")\n", + "\"\"\"\n", + "\n", + "dashboard_path = Path(\"china_creek_dashboard.py\")\n", + "dashboard_path.write_text(dashboard_code)\n", + "\n", + "print(f\"Dashboard file created: {dashboard_path.resolve()}\")" + ] + }, + { + "cell_type": "markdown", + "id": "56d2651d-28d1-42f0-ae20-9ce0b5b2bafa", + "metadata": {}, + "source": [ + "### Check the new file\n", + "\n", + "Look at your jupyter hub home, do you see a new file there? Check its contents, does it match what we wrote in the cell above?" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "9b0a244b-c09c-4377-94bc-9b7c335a54ef", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "import streamlit as st\n", + "\n", + "st.title(\"China Creek Ocean Conditions\")\n", + "\n", + "st.write(\"Hello from our ERDDAP dashboard!\")\n", + "\n" + ] + } + ], + "source": [ + "# What is in the new py file? \n", + "print(dashboard_path.read_text())" + ] + }, + { + "cell_type": "markdown", + "id": "077cfb4e-67f1-489f-8a2d-3e2197845a55", + "metadata": {}, + "source": [ + "### Launch the dashboard\n", + "\n", + "Now we have a .py file that will create our online dashboard. They dashboard will not exist until we execute that .py file. To launch our new dashbaord, execute the .py file in terminal. \n", + "1. Open a new terminal shell separete from the one running this notebook\n", + "2. Ensure the working directory matches the current project directory\n", + "3. Run the following line: streamlit run china_creek_dashboard.py\n", + "\n", + "You should see something like, \"Local URL: http://localhost:8501\" returned. \n", + "This is the url of the dashboard. Copy and paste into your web browser. " + ] + }, + { + "cell_type": "markdown", + "id": "86cfa0e4-5d43-40de-aae7-ac526130d3d7", + "metadata": {}, + "source": [ + "### Updating the dashboard code\n", + "\n", + "The dashboard code is currently pretty empty. Here, we will rewrite the china_creek_dashboard.py code we defined above as 'dashboard_code'. The code we write here will be very similar to what we wrote above in cell 2 and 3 of this notebook. Our workflow will be:\n", + "1. Create a function to iteratively retrieve data from the ERDDAP and update figure\n", + "2. Set up the dashboard\n", + "3. Create a static figure placeholder with three traces: O2, temperature, and our hypoxia threshold line\n", + "4. Call the function created in step 1\n", + "\n", + "Everything has been filled in for you, except the part of the function where we define the ERDDAP url. Use the example from Cell 2 and 3 to complete this part on your own. To update the dashboard, run the cell below and then refresh your dashboard page. \n", + "Note: A function can be defined at any time, the important thing is where/when the function is *called* within the code. I placed the function at the top so it would be easier to find the section where we define the ERDDAP url that you need to edit. " + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "e8030fc5-a3bf-42d5-9db8-b9010cc0cf79", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dashboard updated: /Users/yaylasezginer/Documents/github/ohw-tutorials/01-Tue/china_creek_dashboard.py\n" + ] + } + ], + "source": [ + "# Add dynamic ERDDAP data plotting to our dashboard code.\n", + "\n", + "from pathlib import Path\n", + "\n", + "dashboard_code = \"\"\"\n", + "import streamlit as st\n", + "import pandas as pd\n", + "import requests\n", + "import io\n", + "import time\n", + "import plotly.graph_objects as go\n", + "\n", + "# ---------------------------------------------------------\n", + "# 1. Function to retrieve and update the data\n", + "# ---------------------------------------------------------\n", + "\n", + "@st.fragment(run_every=\"10s\")\n", + "def update_dashboard():\n", + "\n", + " # -----------------------------------------------------\n", + " # Set the time range for the initial request\n", + " # -----------------------------------------------------\n", + "\n", + " time_series_length = 1 # days, restricted to 1 because ERDDAP is slow\n", + "\n", + " start_time = time.strftime(\"%Y-%m-%dT%H:%M:%S.000Z\", time.gmtime(time.time() - time_series_length * 24 * 3600))\n", + "\n", + " # -----------------------------------------------------\n", + " # Construct ERDDAP URL <----- YOUR EDITS HERE\n", + " # -----------------------------------------------------\n", + "\n", + " XXX\n", + " \n", + " url = (f\"{onc_erddap}{dataset_id}{format_ext}?{query_vars}&time>={start_time}\")\n", + "\n", + " # -----------------------------------------------------\n", + " # Get data from ERDDAP\n", + " # -----------------------------------------------------\n", + "\n", + " try:\n", + "\n", + " response = requests.get(url, verify=False,timeout=120)\n", + " response.raise_for_status()\n", + " data = pd.read_csv(io.StringIO(response.text))\n", + "\n", + " except Exception as e:\n", + " st.error(f\"Unable to retrieve ERDDAP data: {e}\")\n", + " return\n", + "\n", + " # -----------------------------------------------------\n", + " # Process ERDDAP data\n", + " # -----------------------------------------------------\n", + "\n", + " # First row contains units\n", + " data_values = data.iloc[1:].copy()\n", + "\n", + " data_values[\"time\"] = pd.to_datetime(data_values[\"time\"])\n", + " data_values[\"temperature\"] = (pd.to_numeric(data_values[\"temperature\"]) - 273.15)\n", + " data_values[\"oxygen_corrected\"] = pd.to_numeric(data_values[\"oxygen_corrected\"])\n", + "\n", + " # Sort by time\n", + " data_values = data_values.sort_values(\"time\").reset_index(drop=True)\n", + "\n", + " # -----------------------------------------------------\n", + " # Determine which data are new\n", + " # -----------------------------------------------------\n", + "\n", + " if st.session_state.last_time is None:\n", + "\n", + " # First request: use all available data\n", + " new_values = data_values.copy()\n", + "\n", + " else:\n", + "\n", + " # Subsequent requests: only use observations from latest call\n", + " new_values = data_values[data_values[\"time\"] > st.session_state.last_time].copy()\n", + "\n", + " # -----------------------------------------------------\n", + " # Add new observations to the existing plot\n", + " # -----------------------------------------------------\n", + "\n", + " if not new_values.empty:\n", + "\n", + " st.session_state.plot_data = pd.concat(\n", + " [st.session_state.plot_data, new_values[\n", + " [\"time\", \"temperature\", \"oxygen_corrected\"]\n", + " ]], ignore_index=True)\n", + "\n", + " # Remove duplicate observations\n", + " st.session_state.plot_data = (\n", + " st.session_state.plot_data\n", + " .drop_duplicates(subset=\"time\")\n", + " .sort_values(\"time\")\n", + " .reset_index(drop=True)\n", + " )\n", + "\n", + " # Update most recent timestamp\n", + " st.session_state.last_time = (new_values[\"time\"].max())\n", + "\n", + " # -------------------------------------------------\n", + " # Update the existing Plotly traces\n", + " # -------------------------------------------------\n", + "\n", + " fig = st.session_state.plot_fig\n", + "\n", + " plot_data = st.session_state.plot_data\n", + "\n", + " # Temperature trace\n", + " fig.data[0].x = plot_data[\"time\"]\n", + " fig.data[0].y = plot_data[\"temperature\"]\n", + "\n", + " # Oxygen trace\n", + " fig.data[1].x = plot_data[\"time\"]\n", + " fig.data[1].y = plot_data[\"oxygen_corrected\"]\n", + "\n", + " # Hypoxia threshold\n", + " fig.data[2].x = [plot_data[\"time\"].min(),plot_data[\"time\"].max()]\n", + " fig.data[2].y = [2 / 1.43, 2 / 1.43]\n", + "\n", + " # Save the updated figure\n", + " st.session_state.plot_fig = fig\n", + "\n", + " # -----------------------------------------------------\n", + " # Update latest-value displays\n", + " # -----------------------------------------------------\n", + "\n", + " if not data_values.empty:\n", + "\n", + " latest = data_values.iloc[-1]\n", + "\n", + " temperature_display.metric(\"Temperature\", f\"{latest['temperature']:.4f} °C\")\n", + " oxygen_display.metric(\"Oxygen\", f\"{latest['oxygen_corrected']:.4f} mL/L\")\n", + " depth_display.metric(\"Depth\", f\"{float(latest['depth']):.1f} m\")\n", + "\n", + " st.caption(f\"Most recent observation: {latest['time']} UTC\")\n", + " st.caption(f\"ERDDAP Query: {url}\")\n", + "\n", + " plot_placeholder.plotly_chart(st.session_state.plot_fig,\n", + " use_container_width=True, key=\"china_creek_plot\")\n", + "\n", + " # End of function update_dashboard\n", + "\n", + "# ---------------------------------------------------------\n", + "# 2. Dashboard settings\n", + "# ---------------------------------------------------------\n", + "\n", + "st.set_page_config(page_title=\"China Creek Ocean Conditions\",layout=\"wide\")\n", + "\n", + "st.title(\"China Creek Ocean Conditions\")\n", + "\n", + "col1, col2, col3 = st.columns(3)\n", + "\n", + "temperature_display = col1.empty()\n", + "oxygen_display = col2.empty()\n", + "depth_display = col3.empty()\n", + "\n", + "plot_placeholder = st.empty()\n", + "\n", + "# ---------------------------------------------------------\n", + "# 3. Create the plot ONCE\n", + "# ---------------------------------------------------------\n", + "\n", + "if \"plot_fig\" not in st.session_state:\n", + "\n", + " fig = go.Figure()\n", + "\n", + " # Temperature trace\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=[],\n", + " y=[],\n", + " name=\"Temperature\",\n", + " mode=\"lines+markers\",\n", + " marker=dict(size=4),\n", + " line=dict(color=\"blue\"),\n", + " yaxis=\"y1\",\n", + " showlegend=True\n", + " )\n", + " )\n", + "\n", + " # Oxygen trace\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=[],\n", + " y=[],\n", + " name=\"Oxygen\",\n", + " mode=\"lines+markers\",\n", + " marker=dict(size=4),\n", + " line=dict(color=\"red\"),\n", + " yaxis=\"y2\",\n", + " showlegend=True\n", + " )\n", + " )\n", + "\n", + " # Hypoxia threshold\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=[],\n", + " y=[],\n", + " name=\"Hypoxia threshold\",\n", + " mode=\"lines\",\n", + " line=dict(dash=\"dash\",color=\"red\"),\n", + " yaxis=\"y2\",\n", + " showlegend=True\n", + " )\n", + " )\n", + "\n", + " # Figure layout function\n", + " fig.update_layout(\n", + "\n", + " title=\"China Creek O₂ Time Series\",\n", + "\n", + " xaxis=dict(title=\"Time (UTC)\"),\n", + " yaxis=dict(title=\"Temperature (°C)\",side=\"left\"),\n", + " yaxis2=dict(title=\"Oxygen (mL/L)\",side=\"right\",overlaying=\"y\"),\n", + "\n", + " hovermode=\"x unified\",\n", + "\n", + " height=550,\n", + "\n", + " # Keep the Plotly chart from resetting \n", + " uirevision=\"china-creek\"\n", + " )\n", + "\n", + " st.session_state.plot_fig = fig\n", + "\n", + " # Store all observations used by the plot\n", + " st.session_state.plot_data = pd.DataFrame(columns=[\"time\",\"temperature\",\"oxygen_corrected\"])\n", + "\n", + " # Keep track of the most recent observation\n", + " st.session_state.last_time = None\n", + "\n", + "# ---------------------------------------------------------\n", + "# Start the dashboard\n", + "# ---------------------------------------------------------\n", + "\n", + "update_dashboard()\n", + "\"\"\"\n", + "\n", + "dashboard_path = Path(\"china_creek_dashboard.py\")\n", + "dashboard_path.write_text(dashboard_code)\n", + "\n", + "print(f\"Dashboard updated: {dashboard_path.resolve()}\")" + ] + }, + { + "cell_type": "markdown", + "id": "42b9f832-8410-437a-88aa-e8cb56474544", + "metadata": {}, + "source": [ + "### Modifying our code to improve plotting speed. \n", + "\n", + "Notice how slowly the dashboard is plotting? Why might that be? How can we improve the plotting speed?\n", + "\n", + "Hint: What do we know about the speed of data extraction from ERDDAP?\n", + "Look at our original notebook Cells 2 & 3, how much data do we initially extract vs. how much do we extract in each loop iteration? How can we modify our code above to only pull *new* data from the ERDDAP rather than pulling a full 24 hrs worth of data each run?" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "eb46f776-55a1-4745-807c-5b32c705f289", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dashboard updated: /Users/yaylasezginer/Documents/github/ohw-tutorials/01-Tue/china_creek_dashboard.py\n" + ] + } + ], + "source": [ + "# Add incremental ERDDAP data requests to our dashboard code.\n", + "\n", + "from pathlib import Path\n", + "\n", + "dashboard_code = \"\"\"\n", + "import streamlit as st\n", + "import pandas as pd\n", + "import requests\n", + "import io\n", + "import time\n", + "import plotly.graph_objects as go\n", + "\n", + "# ---------------------------------------------------------\n", + "# 1. Function to retrieve and update the data\n", + "# ---------------------------------------------------------\n", + "\n", + "@st.fragment(run_every=\"10s\")\n", + "def update_dashboard():\n", + "\n", + " # -----------------------------------------------------\n", + " # Set the start time for the ERDDAP request <----- YOUR EDITS HERE\n", + " # -----------------------------------------------------\n", + "\n", + " start_time = XXX\n", + "\n", + " # -----------------------------------------------------\n", + " # Construct ERDDAP URL \n", + " # -----------------------------------------------------\n", + "\n", + " onc_erddap = \"https://dap.oceannetworks.ca/erddap/tabledap/\"\n", + " dataset_id = \"scalar_1217325\"\n", + " format_ext = \".csv\"\n", + " query_vars = \"time,temperature,oxygen_corrected,oxygen_uncorrected,latitude,longitude,depth\"\n", + "\n", + " url = f\"{onc_erddap}{dataset_id}{format_ext}?{query_vars}&time>={start_time}\"\n", + "\n", + " # -----------------------------------------------------\n", + " # Get data from ERDDAP\n", + " # -----------------------------------------------------\n", + "\n", + " try:\n", + " response = requests.get(url, verify=False, timeout=120)\n", + " response.raise_for_status()\n", + " data = pd.read_csv(io.StringIO(response.text))\n", + "\n", + " except Exception as e:\n", + " st.error(f\"Unable to retrieve ERDDAP data: {e}\")\n", + " return\n", + "\n", + " # -----------------------------------------------------\n", + " # Process ERDDAP data\n", + " # -----------------------------------------------------\n", + "\n", + " # First row contains units\n", + " data_values = data.iloc[1:].copy()\n", + "\n", + " data_values[\"time\"] = pd.to_datetime(data_values[\"time\"])\n", + " data_values[\"temperature\"] = pd.to_numeric(data_values[\"temperature\"]) - 273.15\n", + " data_values[\"oxygen_corrected\"] = pd.to_numeric(data_values[\"oxygen_corrected\"])\n", + "\n", + " # Sort by time\n", + " data_values = data_values.sort_values(\"time\").reset_index(drop=True)\n", + "\n", + " # -----------------------------------------------------\n", + " # Add new observations to the existing plot\n", + " # -----------------------------------------------------\n", + "\n", + " if not data_values.empty:\n", + "\n", + " st.session_state.plot_data = pd.concat(\n", + " [st.session_state.plot_data, data_values[[\"time\", \"temperature\", \"oxygen_corrected\"]]],\n", + " ignore_index=True\n", + " )\n", + "\n", + " # Remove duplicate observations\n", + " st.session_state.plot_data = st.session_state.plot_data.drop_duplicates(subset=\"time\").sort_values(\"time\").reset_index(drop=True)\n", + "\n", + " # Update start time for ERDDAP\n", + " st.session_state.start_time = data_values[\"time\"].iloc[-1].strftime(\"%Y-%m-%dT%H:%M:%S.%fZ\")\n", + " \n", + " # -------------------------------------------------\n", + " # Update the existing Plotly traces\n", + " # -------------------------------------------------\n", + "\n", + " fig = st.session_state.plot_fig\n", + " plot_data = st.session_state.plot_data\n", + "\n", + " # Temperature trace\n", + " fig.data[0].x = plot_data[\"time\"]\n", + " fig.data[0].y = plot_data[\"temperature\"]\n", + "\n", + " # Oxygen trace\n", + " fig.data[1].x = plot_data[\"time\"]\n", + " fig.data[1].y = plot_data[\"oxygen_corrected\"]\n", + "\n", + " # Hypoxia threshold\n", + " fig.data[2].x = [plot_data[\"time\"].min(), plot_data[\"time\"].max()]\n", + " fig.data[2].y = [2 / 1.43, 2 / 1.43]\n", + "\n", + " # Save the updated figure\n", + " st.session_state.plot_fig = fig\n", + "\n", + " # -----------------------------------------------------\n", + " # Update latest-value displays\n", + " # -----------------------------------------------------\n", + "\n", + " if not data_values.empty:\n", + "\n", + " latest = data_values.iloc[-1]\n", + "\n", + " temperature_display.metric(\"Temperature\", f\"{latest['temperature']:.4f} °C\")\n", + " oxygen_display.metric(\"Oxygen\", f\"{latest['oxygen_corrected']:.4f} mL/L\")\n", + " depth_display.metric(\"Depth\", f\"{float(latest['depth']):.1f} m\")\n", + "\n", + " st.caption(f\"Most recent observation: {latest['time']} UTC\")\n", + " st.caption(f\"ERDDAP Query: {url}\")\n", + "\n", + " st.plotly_chart(st.session_state.plot_fig,\n", + " use_container_width=True,\n", + " key=\"china_creek_plot\")\n", + "\n", + "# ---------------------------------------------------------\n", + "# 2. Dashboard settings\n", + "# ---------------------------------------------------------\n", + "\n", + "st.set_page_config(page_title=\"China Creek Ocean Conditions\", layout=\"wide\")\n", + "\n", + "st.title(\"China Creek Ocean Conditions\")\n", + "\n", + "col1, col2, col3 = st.columns(3)\n", + "\n", + "temperature_display = col1.empty()\n", + "oxygen_display = col2.empty()\n", + "depth_display = col3.empty()\n", + "\n", + "# ---------------------------------------------------------\n", + "# 3. Create the plot ONCE\n", + "# ---------------------------------------------------------\n", + "\n", + "if \"plot_fig\" not in st.session_state:\n", + "\n", + " fig = go.Figure()\n", + "\n", + " # Temperature trace\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=[],\n", + " y=[],\n", + " name=\"Temperature\",\n", + " mode=\"lines+markers\",\n", + " marker=dict(size=4),\n", + " line=dict(color=\"blue\"),\n", + " yaxis=\"y1\",\n", + " showlegend=True\n", + " )\n", + " )\n", + "\n", + " # Oxygen trace\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=[],\n", + " y=[],\n", + " name=\"Oxygen\",\n", + " mode=\"lines+markers\",\n", + " marker=dict(size=4),\n", + " line=dict(color=\"red\"),\n", + " yaxis=\"y2\",\n", + " showlegend=True\n", + " )\n", + " )\n", + "\n", + " # Hypoxia threshold\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=[],\n", + " y=[],\n", + " name=\"Hypoxia threshold\",\n", + " mode=\"lines\",\n", + " line=dict(dash=\"dash\", color=\"red\"),\n", + " yaxis=\"y2\",\n", + " showlegend=True\n", + " )\n", + " )\n", + "\n", + " # Figure layout\n", + " fig.update_layout(\n", + " title=\"China Creek O₂ Time Series\",\n", + " xaxis=dict(title=\"Time (UTC)\"),\n", + " yaxis=dict(title=\"Temperature (°C)\", side=\"left\"),\n", + " yaxis2=dict(title=\"Oxygen (mL/L)\", side=\"right\", overlaying=\"y\"),\n", + " hovermode=\"x unified\",\n", + " height=550,\n", + " uirevision=\"china-creek\"\n", + " )\n", + "\n", + " st.session_state.plot_fig = fig\n", + "\n", + " # Store all observations used by the plot\n", + " st.session_state.plot_data = pd.DataFrame(columns=[\"time\", \"temperature\", \"oxygen_corrected\"])\n", + "\n", + "# ---------------------------------------------------------\n", + "# 4. Start the dashboard\n", + "# ---------------------------------------------------------\n", + "\n", + "update_dashboard()\n", + "\"\"\"\n", + "\n", + "dashboard_path = Path(\"china_creek_dashboard.py\")\n", + "dashboard_path.write_text(dashboard_code)\n", + "\n", + "print(f\"Dashboard updated: {dashboard_path.resolve()}\")" + ] + }, + { + "cell_type": "markdown", + "id": "9829a808-e423-4a0a-87c1-9aec7afb530a", + "metadata": {}, + "source": [ + "### Finally, Let's make the dashboard accessible!\n", + "\n", + "So far, we have been viewing the dashboard through `localhost`. This means the\n", + "Streamlit server is running on our computer and the browser is connecting to\n", + "that same computer.\n", + "\n", + "To allow other computers to access the dashboard, we need\n", + "to tell Streamlit to listen for connections from other devices. We do this by\n", + "starting Streamlit with the `--server.address` option.\n", + "\n", + "Instead of connecting to:\n", + "\n", + "`http://localhost:8501`\n", + "\n", + "we can connect using the IP address of the computer running the dashboard:\n", + "\n", + "`http://YOUR_IP_ADDRESS:8501`\n", + "\n", + "The IP address identifies the computer running the Streamlit server, while\n", + "`8501` identifies the port on which Streamlit is listening.\n", + "\n", + "### Start the dashboard\n", + "\n", + "In terminal, navigate to the folder containing `china_creek_dashboard.py` and run:\n", + "\n", + "```bash\n", + "streamlit run china_creek_dashboard.py --server.address 0.0.0.0 \n", + "```\n", + "\n", + "The 0.0.0.0 tells streamlit to listen to connections on all network interfaces rather than just localhost. Streamlit will probably return something like \n", + "```bash\n", + "Local URL: http://localhost:8501\n", + "Network URL: http://192.168.1.25:8501\n", + "```\n", + "Other computers should now be able to see your dashboard using the network URL. \n", + "**Note** Only computers on the same local network or wifi as you will be able to see your dashboard. To make this publicly accessible over the internet, you would need to host china_creek_dashboard.py on a cloud-service or server that can constantly execute the command\n", + "```bash\n", + "streamlit run china_creek_dashboard.py\n", + "``` " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b94c05d6-f392-4fd3-bfaa-1e2de22787fc", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/01-Tue/DataAccess/README.md b/01-Tue/DataAccess/README.md new file mode 100644 index 00000000..91c0e8bd --- /dev/null +++ b/01-Tue/DataAccess/README.md @@ -0,0 +1,14 @@ +# Data Access README + +## Tutorial 1: ERDDAP +- create ERDDAP urls +- dynamically update ERDDAP urls to query recent data +- bonus: (time permitting) create a data dashboard to visualize live streaming data + +*Note* before starting part 2, you will need to register for a free ONC Oceans 3.0 account to access the open api client. +Register [here](https://data.oceannetworks.ca/Registration) +## Tutorial 2: API Access +- use onc open API client library to find onc ocean monitoring assests with a geographic boundary +- filter for relevant measurement types and other parameters +- get metadata and information about instrument deployments +- get full time series for a specific location and variable (e.g. temperature), color code time series by deployments diff --git a/01-Tue/README.md b/01-Tue/README.md index ffa41fed..d29796ec 100644 --- a/01-Tue/README.md +++ b/01-Tue/README.md @@ -1,8 +1,8 @@ # Tuesday tutorials ## Tutorial 1 -- Presenter: -- Presentation materials: +- Presenter: Yayla Sezginer +- Presentation materials: [repo](https://github.com/yaylasezginer/ohw-tutorials/tree/OHW26/01-Tue/DataAccess) - [YouTube recording]() ## Inroduction to Xarray