--- id: "/tags/earth-energy-environment/" title: "Earth Energy Environment" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/earth-energy-environment/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Earth Energy Environment [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 28 resources · page 1 of 1 - ### [AgML](/frontier/research-feeds/agml/index.md) 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](/frontier/research-feeds/cropharvest/index.md) 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](/frontier/research-feeds/earth-species-project/index.md) 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](/frontier/research-feeds/farmvibes-ai/index.md) 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)](/frontier/research-feeds/grid2op-l2rpn-rte-france/index.md) 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](/frontier/research-feeds/hot-fair/index.md) 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](/frontier/research-feeds/inaturalist/index.md) 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](/frontier/research-feeds/lila-bc/index.md) 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](/frontier/research-feeds/megadetector/index.md) 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)](/frontier/research-feeds/plantvillage-penn-state/index.md) 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](/frontier/research-feeds/powergridworld/index.md) 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](/frontier/research-feeds/project-ceti/index.md) 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](/frontier/research-feeds/sinergym/index.md) 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](/frontier/research-feeds/terratorch/index.md) 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](/frontier/research-feeds/wildlife-insights/index.md) 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](/frontier/research-feeds/zooniverse/index.md) 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](/frontier/research-feeds/earth-engine-machine-learning/index.md) 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](/frontier/research-feeds/ibm-granite-time-series-cookbook/index.md) 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](/frontier/research-feeds/nasa-harvest/index.md) 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](/frontier/research-feeds/plantcv/index.md) 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](/frontier/research-feeds/wild-me-documentation/index.md) 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](/frontier/research-feeds/citylearn/index.md) 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](/frontier/research-feeds/global-fishing-watch-research/index.md) 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](/frontier/research-feeds/grid2op/index.md) 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](/frontier/research-feeds/kornia/index.md) 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](/frontier/research-feeds/orfeo-toolbox-cookbook/index.md) 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](/frontier/research-feeds/raster-vision/index.md) 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](/frontier/research-feeds/torchgeo/index.md) Creator not supplied; see original source. TorchGeo documentation: PyTorch library of geospatial datasets, samplers, transforms and pretrained models. Advanced · unknown · unknown resource · en [Plain-text Markdown copy](/tags/earth-energy-environment/index.md)