Science

SWOT A place for people to discuss science and software related to the NASA SWOT mission. ICESat-2 Here we discuss the scientific applications of ICESat-2 data, encouraging the adoption of and contributions to icepyx, an open-source software library and community encouraging open science practices utilizing ICESat-2 datasets.

Topic	Replies	Views	Activity
Pangeo and related software applied to scientific problems Science	0	893	September 5, 2019
How are reseachers using AI in Earth Observation workflows today? ICESat-2 machine-learning	1	108	September 22, 2026
Where Do You Spend the Most Time in an ICESat-2 Workflow? ICESat-2	2	109	July 31, 2026
Ai-science-toolkit: reviewer "agents" and research skills for Claude Code, for climate and atmospheric science Science	0	146	July 20, 2026
Computing the El Niño index from ERA5 with SQL Science	3	238	July 6, 2026
ERA5-Land climate pattern detection pipeline: requesting methodology critique Science	0	57	June 8, 2026
Sharing pyGOTM: a Python/Numba implementation of GOTM for reproducible ocean/lake column modeling Science	0	44	May 29, 2026
Groundtruth - validating ERA5 against real weather station observations (5 climate zones, runs in Binder) Science	2	224	March 29, 2026
Climval: lightweight Python library for climate model validation Science	4	290	February 28, 2026
Using kerchunk's MultiZarrToZarr on a dataset with multiple vertical coordinates Science zarr	1	160	June 3, 2025
Memory Error using xvec.zonal_stats Science zarr	1	148	May 19, 2025
Machine Learning training with large Xarray Datasets Science machine-learning	0	180	May 15, 2025
Spectrum, Spherical Harmonics, Total Kinetic Energy on irregularly gridded vector fields in Xarray Science	4	211	April 24, 2025
Shuffling and windowing an xarray dataset for machine learning Science machine-learning	8	488	January 13, 2025
Using xhistogram to bin measurements at particular stations Science	9	1232	December 28, 2024
Processing large (too large for memory) xarray datasets, and writing to netcdf Science	12	8084	December 12, 2024
Optimizing climatology calculation with Xarray and Dask Science	33	4830	December 6, 2024
`save_cog_with_dask`: Cannot convert fill_value 999999 to dtype uint8 Science	9	353	November 26, 2024
Can a reprojection/change of CRS operation be done lazily using rioXarray? Science	30	1700	November 7, 2024
Flood Detection with Sentinel SAR 1 or related satellite data Science	5	286	October 28, 2024
The ATL03 data downloaded by icepyx contained no photon heights data ICESat-2	4	722	October 22, 2024
Introducing EO-Tools a python EO toolbox focused on SAR Science	3	634	October 15, 2024
Calculating Vorticity, Strain in regional MITgcm output Science	5	249	September 17, 2024
Xarray time-series, how to remove local outliers? Science	3	307	July 10, 2024
Interpolating Curvilinear Data Science	3	543	June 4, 2024
Applying ufunc to each pixel of a dataset Science	6	694	May 24, 2024
Xarray and irregular grid (4 x 5 °, poles are different size) Science	4	420	May 1, 2024
xCDAT (Xarray Climate Data Analyis Tools) v0.7.0 Released! Science	3	417	May 1, 2024
Reading HDF-EOS (HDF4) files in parallel: GDAL/rasterio/etc Science	6	1140	April 15, 2024
Parallelize moving polygon sample from ITS_LIVE datacube Science	4	387	March 13, 2024