Earth Energy Environment

28 resources · page 1 of 1

• AgML

  Creator not supplied; see original source.

  AgML GitHub repo: framework standardising agricultural machine learning datasets and models.

  Not applicable (entity) · unknown · unknown resource · en

• CropHarvest

  Creator not supplied; see original source.

  CropHarvest GitHub repo: open remote-sensing dataset of global crop-type labels with benchmarks.

  Not applicable (entity) · unknown · unknown resource · en

• Earth Species Project

  Creator not supplied; see original source.

  Earth Species Project: nonprofit using AI to decode animal communication, with bioacoustic models such as NatureLM-audio.

  Not applicable (entity) · unknown · unknown resource · en

• FarmVibes.AI

  Creator not supplied; see original source.

  Microsoft FarmVibes.AI GitHub repo: multimodal geospatial ML workflows for agriculture.

  Not applicable (entity) · unknown · unknown resource · en

• Grid2Op / L2RPN (RTE France)

  Creator not supplied; see original source.

  Grid2Op GitHub repo from RTE France: testbed for sequential decision-making and reinforcement learning in power grid operation.

  Not applicable (entity) · unknown · unknown resource · en

• HOT fAIr

  Creator not supplied; see original source.

  HOT fAIr GitHub repo: Humanitarian OpenStreetMap Team's AI-assisted mapping tool.

  Not applicable (entity) · unknown · unknown resource · en

• iNaturalist

  Creator not supplied; see original source.

  iNaturalist: citizen-science platform where observations of plants and animals are identified with community and computer-vision help.

  Not applicable (entity) · unknown · unknown resource · mul

• LILA BC

  Creator not supplied; see original source.

  LILA BC: repository of labelled biology and conservation datasets, such as camera-trap images, for machine learning.

  Not applicable (entity) · unknown · unknown resource · en

• MegaDetector

  Creator not supplied; see original source.

  MegaDetector GitHub repo: model detecting animals, people and vehicles in camera-trap images for conservation.

  Not applicable (entity) · unknown · unknown resource · en

• PlantVillage (Penn State)

  Creator not supplied; see original source.

  PlantVillage site from Penn State: plant-disease image data and AI tools for smallholder farmers.

  Not applicable (entity) · unknown · unknown resource · en

• PowerGridworld

  Creator not supplied; see original source.

  NREL PowerGridworld GitHub repo: lightweight framework for multi-agent RL simulation of power systems.

  Not applicable (entity) · unknown · unknown resource · en

• Project CETI

  Creator not supplied; see original source.

  Project CETI: nonprofit applying machine learning and robotics to decode sperm whale communication.

  Not applicable (entity) · unknown · unknown resource · en

• Sinergym

  Creator not supplied; see original source.

  Sinergym GitHub repo: EnergyPlus-based Gym environment for building control with reinforcement learning.

  Not applicable (entity) · unknown · unknown resource · en

• TerraTorch

  Creator not supplied; see original source.

  TerraTorch GitHub repo: toolkit for fine-tuning geospatial foundation models.

  Not applicable (entity) · unknown · unknown resource · en

• Wildlife Insights

  Creator not supplied; see original source.

  Wildlife Insights: platform using machine learning to identify species in camera-trap images for conservation.

  Not applicable (entity) · unknown · unknown resource · en

• Zooniverse

  Creator not supplied; see original source.

  Zooniverse: citizen-science platform whose volunteer labels support research projects and train ML models.

  Not applicable (entity) · unknown · unknown resource · mul

• Earth Engine machine learning

  Creator not supplied; see original source.

  Google Earth Engine guide to its built-in machine-learning APIs for classifying and regressing satellite data.

  Intermediate · unknown · unknown resource · en

• IBM Granite time-series cookbook

  Creator not supplied; see original source.

  IBM Granite time-series cookbook GitHub repo: notebooks on forecasting, fine-tuning and evaluation with Granite time-series models.

  Intermediate · unknown · unknown resource · en

• NASA Harvest

  Creator not supplied; see original source.

  NASA Harvest consortium site: satellite data and machine learning for agriculture and food security monitoring.

  Intermediate · unknown · unknown resource · en

• PlantCV documentation

  Creator not supplied; see original source.

  PlantCV documentation: image analysis library for plant phenotyping with computer vision.

  Intermediate · unknown · unknown resource · en

• Wild Me documentation

  Creator not supplied; see original source.

  Wild Me documentation: computer-vision software that matches photos of individual animals for wildlife research.

  Intermediate · unknown · unknown resource · en

• CityLearn

  Creator not supplied; see original source.

  CityLearn documentation: open-source Gymnasium environment for reinforcement learning in building energy and demand response.

  Advanced · unknown · unknown resource · en

• Global Fishing Watch research

  Creator not supplied; see original source.

  Global Fishing Watch research page: studies using machine learning and satellite data on ocean activity.

  Advanced · unknown · unknown resource · en

• Grid2Op

  Creator not supplied; see original source.

  Grid2Op documentation: Python framework for developing and testing control agents on simulated power grids.

  Advanced · unknown · unknown resource · en

• Kornia

  Creator not supplied; see original source.

  Kornia documentation: PyTorch library of differentiable computer-vision and image-processing operations.

  Advanced · unknown · unknown resource · en

• Orfeo ToolBox Cookbook

  Creator not supplied; see original source.

  Orfeo ToolBox Cookbook: CNES open-source remote-sensing library with image classification workflows.

  Advanced · unknown · unknown resource · en

• Raster Vision

  Creator not supplied; see original source.

  Raster Vision: open-source library for deep learning on satellite and aerial imagery.

  Advanced · unknown · unknown resource · en

• TorchGeo documentation

  Creator not supplied; see original source.

  TorchGeo documentation: PyTorch library of geospatial datasets, samplers, transforms and pretrained models.

  Advanced · unknown · unknown resource · en

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