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PO.DAAC Tutorials

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Explore the PO.DAAC Cookbook, a curated webpage of our data recipes. It's a place to find cloud relevant tutorials on how to use PO.DAAC and Earthdata tools, services, and data.

Most tutorials in this repository take the form of python notebooks. Jupyter is a very popular version of python notebooks, and is used extensively by the PO.DAAC team.

Notebook Link Summary Services and Tools
Amazon River Estuary Exploration notebook (direct access in AWS cloud) Explore relationship between oceanography and hydrology data in the Amazon Estuary from the on-prem and Earthdata Cloud archives Earthdata Search, S3, s3fs, direct in region cloud acess
Amazon River Estuary Exploration notebook (download data & run on local machine) Explore relationship between oceanography and hydrology data in the Amazon Estuary from the on-prem and Earthdata Cloud archives Earthdata Search
MODIS L2P SST Datacube notebook How to create a gridded "Data Cube", essentially an ARD, from native Level 2P sea surface temperature (SST) data from MODIS Aqua Harmony, GDAL NCO
HUC Feature Translation Service Examples notebook Examples of how to use the PO.DAAC Feature Translation Service (FTS) to search using USGS HUC ID or name. CMR, FTS
Feature Translation Service - SWORD River Demo notebook Search and visualize river reaches and nodes from the SWOT River Database (SWORD), and geospatially search for data for the river reach/note of interest in NASA CMR. FTS-SWORD, CMR
Estuary exploration in the cloud using ZARR notebook Analyze relationships between river height and land water equivalent thickness in the Amazon River estuary in the cloud, using cloud optimized format (zarr). Harmony, ZARR
Co-locating satellite and in-situ data notebook Co-locate in-situ measurements and satellite data near the European coast for cross-validation of data or model validation. CMR, Harmony L2 Subsetter
Pre-SWOT ECCO-based Simulation data example notebook A demonstration of direct access of the ECCO-based Pre-SWOT numerical simulation data from the PO.DAAC Earthdata Cloud. direct S3 access, download
Subsetting Swath data with Harmony notebook Harmony
CMR Tutorials notebook CMR
CMR Shapefile Search notebook CMR
Using a shapefile to search MODIS data in CMR notebook CMR
Accessiing near-real time Sentinel-6 MF data notebook CMR, download
Accessing Sentinel-6 data by cycle and pass notebook For more recent, python script, see here CMR, download
Subsetting and plotting swath data in the cloud notebook Harmony, Subsetting
Regridding swath data in the cloud notebook Harmony, Regridding
Subsetting via OPeNDAP in the cloud notebook Subsetting, OPeNDAP
Batch Download PODAAC Data notebook Instructions for HTTPS download from the PO.DAAC and NASA Earthdata
Data Access using R R script Simple starter script for direct S3 access using R from within aws Direct cloud access
Data Access using Python Python script Simple starter script for direct S3 access using python from within aws Direct cloud access
Direct S3 Access using Python Python script Basic python script for S3 access and exploration in us-west-2 Direct cloud access
Obtaining subset using Harmony API Python script Sample starter script for subsetting data using Harmony API leveraging the Harmony module Harmony, ZARR,Subsetting

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