Open Sustainable Technology

A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

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trashnet

Dataset of images of trash. Torch-based CNN for garbage image classification.

convolutional-neural-networks dataset deep-learning garbage image-classification torch trash

Industrial Ecology - Circular Economy and Waste - Last synced: 25 Feb 2024 - Ranking: 6.3

stationaRy

Get hourly meteorological data from one of thousands of global stations.

dataset global met-data r

Atmosphere - Meteorological Observation and Forecast - Last synced: 25 Feb 2024 - Ranking: 16.9

PointER

A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics.

building-energy dataset deep-learning lidar point-cloud

Consumption - Buildings and Heating - Last synced: 25 Feb 2024 - Ranking: 3.8

netcdf-fortran

The Unidata network Common Data Form (netCDF) in Fortran is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface.

dataset hacktoberfest netcdf-fortran netcdf-library unidata

Climate Change - Climate Data Standards - Last synced: 25 Feb 2024 - Ranking: 14.8

Callisto-Dataset-Collection

A list of datasets aiming to enable Artificial Intelligence applications that use Earth Observation, satellite and other data.

data-repository dataset datasets deep-learning machine-learning machine-learning-datasets remote-sensing satellite-imagery

Sustainable Development - Curated Lists - Last synced: 25 Feb 2024 - Ranking: 6.9

Open Energy Tracker

An open data platform for monitoring and visualizing energy policy targets.

data visualization dataset energy plotly policy python renewable energy

Energy Systems - Energy System Data Access - Last synced: 25 Feb 2024 - Ranking: 4.0

climateR

An R package for getting point and gridded climate data by AOI.

aoi climate dataset geospatial gridded-climate-data rstats weather

Climate Change - Climate Data Visualization and Access - Last synced: 25 Feb 2024 - Ranking: 7.2

TACO

Trash Annotations in Context Dataset Toolkit.

dataset deep-learning garbage litter mask-rcnn object-detection trash

Industrial Ecology - Circular Economy and Waste - Last synced: 25 Feb 2024 - Ranking: 7.5

StreamCat

Provides summaries of natural and anthropogenic landscape features for ~2.65 million streams, and their associated catchments, within the conterminous USA.

dataset ord

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 25 Feb 2024 - Ranking: 6.8

EuroCrops

A dataset collection combining all publicly available self-declared crop reporting datasets from countries of the European Union.

agriculture dataset deep-learning machine-learning opendata sentinel-2

Consumption - Agriculture and Nutrition - Last synced: 24 Feb 2024 - Ranking: 7.0

auk

eBird Data Extraction and Processing in R.

dataset ebird r

Biosphere - Terrestrial Animals - Last synced: 24 Feb 2024 - Ranking: 17.7

open-MaStR

Download and process German energy data from BNetzA database Marktstammdatenregister.

dataset datasets energy energy-data marktstammdatenregister oep open-energy-family python solar

Energy Systems - Energy System Data Access - Last synced: 24 Feb 2024 - Ranking: 14.7

Drought Indices Map

This project attempts to find an accessible and friendly way to visualize data of drought indices in Spain from 1961 until 2017.

animation data-visualization dataset drought-indices heatmap map r rstudio spain

Natural Resources - Soil and Land - Last synced: 24 Feb 2024 - Ranking: 2.6

Teaspoon

A python library designed to make working with permafrost ground temperature time series data more straightforward, efficient, and reproduceable.

dataset earth science geography

Cryosphere - Snow and Permafrost - Last synced: 24 Feb 2024 - Ranking: 9.4

Hyperspectral Soilmoisture Dataset

Hyperspectral benchmark dataset on soil moisture.

benchmark dataset field-campaigns hyperspectral soil-moisture

Natural Resources - Soil and Land - Last synced: 24 Feb 2024 - Ranking: 4.2

Awesome Remote Sensing Change Detection

List of datasets, codes, and contests related to remote sensing change detection.

awesome change-detection dataset remote-sensing

Sustainable Development - Curated Lists - Last synced: 24 Feb 2024 - Ranking: 9.2

aspe

An R package to analyse and visualise river fish data in France.

aspe dataset electrofishing fish france freshwater index map plot river sampling wfd

Biosphere - Marine Life and Fishery - Last synced: 24 Feb 2024 - Ranking: 4.8

AgML

Provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

agriculture computer-vision dataset deep-learning image-classification object-detection pytorch semantic-segmentation synthetic-data

Consumption - Agriculture and Nutrition - Last synced: 24 Feb 2024 - Ranking: -Infinity

ClimateSERVpy

Enables access to the ClimateSERV API where many types of climate data can be subset by area of interest, and time range, then either downloaded as tif, or NetCDf files, or the data can be statistically processed to render json values or csv.

chirps climateserv dataset emodis esi imerg python smap time-series

Climate Change - Climate Data Visualization and Access - Last synced: 24 Feb 2024 - Ranking: 7.0

Power Grid Lib

This benchmark library is curated and maintained by the IEEE PES Task Force on Benchmarks for Validation of Emerging Power System Algorithms and is designed to evaluate a well established version of the AC Optimal Power Flow problem.

benchmark dataset matpower optimal-power-flow

Energy Systems - Energy Distribution and Grids - Last synced: 24 Feb 2024 - Ranking: 5.6