--- id: "/science-medicine/earth-energy-environment/" title: "earth, energy & environment: 28 curated resources" url: "https://skillissue.dev/science-medicine/earth-energy-environment/" --- # earth, energy & environment: 28 curated resources earth, energy & environment [Beginner](/science-medicine/beginner/index.md) [Intermediate](/science-medicine/intermediate/index.md) [Advanced](/science-medicine/advanced/index.md) [Expert](/science-medicine/expert/index.md) 28 resources ยท page 1 of 1 - ### [AgML](/frontier/research-feeds/agml/index.md) by [AgML](https://github.com/Project-AgML) AgML GitHub repo: framework standardising agricultural machine learning datasets and models. entity repo US/global en - ### [CropHarvest](/frontier/research-feeds/cropharvest/index.md) by [nasaharvest](https://github.com/nasaharvest) CropHarvest GitHub repo: open remote-sensing dataset of global crop-type labels with benchmarks. entity dataset Global en - ### [Earth Species Project](/frontier/research-feeds/earth-species-project/index.md) by [Earth Species Project](https://earthspecies.org/) Earth Species Project: nonprofit using AI to decode animal communication, with bioacoustic models such as NatureLM-audio. entity org US/Global en - ### [FarmVibes.AI](/frontier/research-feeds/farmvibes-ai/index.md) by [Microsoft](https://opensource.microsoft.com) Microsoft FarmVibes.AI GitHub repo: multimodal geospatial ML workflows for agriculture. entity repo US/global en - ### [Grid2Op / L2RPN (RTE France)](/frontier/research-feeds/grid2op-l2rpn-rte-france/index.md) by [Grid2Op](https://grid2op.energy) Grid2Op GitHub repo from RTE France: testbed for sequential decision-making and reinforcement learning in power grid operation. entity benchmark EU (FR) en - ### [HOT fAIr](/frontier/research-feeds/hot-fair/index.md) by [Humanitarian OpenStreetMap Team](https://www.hotosm.org/) HOT fAIr GitHub repo: Humanitarian OpenStreetMap Team's AI-assisted mapping tool. entity repo Global en - ### [iNaturalist](/frontier/research-feeds/inaturalist/index.md) by [iNaturalist](https://inaturalist.org/) iNaturalist: citizen-science platform where observations of plants and animals are identified with community and computer-vision help. entity dataset Global mul - ### [LILA BC](/frontier/research-feeds/lila-bc/index.md) by [LILA BC](https://lila.science/) LILA BC: repository of labelled biology and conservation datasets, such as camera-trap images, for machine learning. entity dataset Global en - ### [MegaDetector](/frontier/research-feeds/megadetector/index.md) by [Dan Morris](https://dmorris.net) MegaDetector GitHub repo: model detecting animals, people and vehicles in camera-trap images for conservation. entity repo US/global en - ### [PlantVillage (Penn State)](/frontier/research-feeds/plantvillage-penn-state/index.md) by [PlantVillage (Penn State University)](https://plantvillage.psu.edu/) PlantVillage site from Penn State: plant-disease image data and AI tools for smallholder farmers. entity dataset US/Africa en - ### [PowerGridworld](/frontier/research-feeds/powergridworld/index.md) by [National Laboratory of the Rockies](https://www.nlr.gov/) NREL PowerGridworld GitHub repo: lightweight framework for multi-agent RL simulation of power systems. entity repo US en - ### [Project CETI](/frontier/research-feeds/project-ceti/index.md) by [Project CETI](https://projectceti.org/) Project CETI: nonprofit applying machine learning and robotics to decode sperm whale communication. entity org Global en - ### [Sinergym](/frontier/research-feeds/sinergym/index.md) by [UGR-SAIL](https://sail.ugr.es) Sinergym GitHub repo: EnergyPlus-based Gym environment for building control with reinforcement learning. entity repo Spain en - ### [TerraTorch](/frontier/research-feeds/terratorch/index.md) by [TorchGeo](https://torchgeo.org/) TerraTorch GitHub repo: toolkit for fine-tuning geospatial foundation models. entity repo Global en - ### [Wildlife Insights](/frontier/research-feeds/wildlife-insights/index.md) by [Wildlife Insights](https://wildlifeinsights.org/) Wildlife Insights: platform using machine learning to identify species in camera-trap images for conservation. entity company Global en - ### [Zooniverse](/frontier/research-feeds/zooniverse/index.md) by [Zooniverse](https://zooniverse.org/) Zooniverse: citizen-science platform whose volunteer labels support research projects and train ML models. entity company UK/Global mul - ### [Earth Engine machine learning](/frontier/research-feeds/earth-engine-machine-learning/index.md) by [Google](https://developers.google.com/) Google Earth Engine guide to its built-in machine-learning APIs for classifying and regressing satellite data. Intermediate learning_resource guide US/global en - ### [IBM Granite time-series cookbook](/frontier/research-feeds/ibm-granite-time-series-cookbook/index.md) by [IBM Granite Community](https://www.ibm.com/granite) IBM Granite time-series cookbook GitHub repo: notebooks on forecasting, fine-tuning and evaluation with Granite time-series models. Intermediate learning_resource guide US en - ### [NASA Harvest](/frontier/research-feeds/nasa-harvest/index.md) by [NASA Harvest](https://nasaharvest.org/) NASA Harvest consortium site: satellite data and machine learning for agriculture and food security monitoring. Intermediate learning_resource course US/Global en - ### [PlantCV documentation](/frontier/research-feeds/plantcv/index.md) by [Donald Danforth Plant Science Center (PlantCV)](https://plantcv.org/) PlantCV documentation: image analysis library for plant phenotyping with computer vision. Intermediate learning_resource docs US en - ### [Wild Me documentation](/frontier/research-feeds/wild-me-documentation/index.md) by [Wild Me (Conservation X Labs)](https://www.wildme.org/) Wild Me documentation: computer-vision software that matches photos of individual animals for wildlife research. Intermediate learning_resource docs US/global en - ### [CityLearn](/frontier/research-feeds/citylearn/index.md) by [CityLearn (Intelligent Environments Lab, UT Austin)](https://www.citylearn.net/) CityLearn documentation: open-source Gymnasium environment for reinforcement learning in building energy and demand response. Advanced learning_resource docs Global en - ### [Global Fishing Watch research](/frontier/research-feeds/global-fishing-watch-research/index.md) by [Global Fishing Watch](https://globalfishingwatch.org/) Global Fishing Watch research page: studies using machine learning and satellite data on ocean activity. Advanced learning_resource paper Global en - ### [Grid2Op](/frontier/research-feeds/grid2op/index.md) by [RTE France (Grid2Op)](https://github.com/rte-france/Grid2Op) Grid2Op documentation: Python framework for developing and testing control agents on simulated power grids. Advanced learning_resource docs France/global en - ### [Kornia](/frontier/research-feeds/kornia/index.md) by [Kornia project](https://kornia.org/) Kornia documentation: PyTorch library of differentiable computer-vision and image-processing operations. Advanced learning_resource docs Global en - ### [Orfeo ToolBox Cookbook](/frontier/research-feeds/orfeo-toolbox-cookbook/index.md) by [CNES (Orfeo ToolBox)](https://www.orfeo-toolbox.org/) Orfeo ToolBox Cookbook: CNES open-source remote-sensing library with image classification workflows. Advanced learning_resource docs France en - ### [Raster Vision](/frontier/research-feeds/raster-vision/index.md) by [Azavea (Raster Vision)](https://rastervision.io/) Raster Vision: open-source library for deep learning on satellite and aerial imagery. Advanced learning_resource docs US/global en - ### [TorchGeo documentation](/frontier/research-feeds/torchgeo/index.md) by [TorchGeo project](https://github.com/microsoft/torchgeo) TorchGeo documentation: PyTorch library of geospatial datasets, samplers, transforms and pretrained models. Advanced learning_resource docs US/global en [Plain-text Markdown copy](/science-medicine/earth-energy-environment/index.md)