71 skills found · Page 1 of 3
rockita / Environmental IntelligenceData for Environmental Intelligence: A mega list of Earth System Datasets covering earth observations, climate, water, forests, biodiversity, ecology, protected areas, natural hazards, marine and the tracking of UN's Sustainable Development Goals
leap-stc / ClimSimAn open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
intake / Intake EsmAn intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.
SantanderMetGroup / ATLASDatasets, code and virtual workspace for the Climate Change ATLAS
bczernecki / ClimateThe R climate package: an interface for downloading in-situ meteorological (and hydrological) dataset
taohan10200 / CRA5A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.
Akajiaku11 / Climate Change Impact AnalysisClimate Change Impact Analysis is a Python-based application designed to explore and analyze datasets related to temperature, precipitation, and sea level rise.
NCPP / OcgisOpenClimateGIS is a set of geoprocessing and calculation tools for CF-compliant climate datasets.
Dan-Boat / PyESDPython Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of the package is to downscale any climate variables e.g. precipitation and temperature using predictors from reanalysis datasets (eg. ERA5) to point scale. pyESD adopts many ML and AL as the transfer function.
Beckybams / ML For Optimizing Climate PhilanthropyThis project leverages machine learning to optimize how philanthropic resources are allocated for addressing climate change. By analyzing synthetic or real-world datasets, the model identifies priority areas, predicts potential impact.
RolnickLab / ClimartA benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)
WUR-AI / AgML CY BenchCY-Bench (Crop Yield Benchmark) is a comprehensive dataset and benchmark to forecast crop yields at subnational level. CY-Bench standardizes selection, processing and spatio-temporal harmonization of public subnational yield statistics with relevant predictors. Contributors include agronomers, climate scientists and machine learning researchers.
zhu-xlab / So2Sat LCZ42Zhu et al., So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification, IEEE Geoscience and Remote Sensing Magazine, in press, 2020.
ECCC-CCCS / Climate Data Extraction ToolUse the climate data extraction tool to download climate data from the selected Environment and Climate Change Canada datasets. You can specify the date ranges, variables, download format and other options.
fudong03 / CropNetThis is the official github repository of "An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions", accepted by KDD 2024.
RolnickLab / ClimateSetA Large-Scale Climate Model Dataset for Machine Learning
energy-modelling-toolkit / Climate Driven Energy DatasetsA list of all the freely available datasets of energy variables (electricity demand, wind/solar/hydro-power) reconstructions based on climate reanalysis or climate change projections.
undpindia / DicraData in Climate Resilient Agriculture (DiCRA) is a collaborative digital public good which provides open access to key geospatial datasets pertinent to climate resilient agriculture. These datasets are curated and validated through collaborative efforts of hundreds of data scientists and citizen scientists across the world.
sn2606 / Climate Change DatasetsA List of freely available datasets on climate change
blutjens / Awesome Earth System Ml🌎 A curated list of Earth system datasets for the machine learning and weather, climate, ice, ocean, etc. community.
