Copernicus Atmosphere Monitoring Service Data Tutorials

Copernicus Atmosphere Monitoring Service Data Tutorials.

Sustainable Development - Education - Last synced: 31 May 2026 - Ranking: 3.0

Green software use on HPC

This course introduces environmental sustainability principles in the context of high performance computing systems.

alpha carpentries-incubator english green-computing hpc hpc-carpentry lesson sustainability

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 3.0

wqbench

Generate download and compile data from EPA ECOTOX database to generate aquatic life water quality benchmarks.

Natural Resources - Water Supply and Quality - Last synced: 01 Jun 2026 - Ranking: 3.0

Real-Impact-Tracker-Methodology

A methodology to assess the Real Impact of funds on social and environmental issues.

Sustainable Development - Sustainable Investment - Last synced: 01 Jun 2026 - Ranking: 3.0

FIRECAM

An online app for end-users to diagnose and explore regional differences in fire emissions from five global fire emissions inventories.

emissions fire-emissions fire-inventory fires gfedv4s-emissions google-earth-engine modis

Emissions - Emission Observation and Modeling - Last synced: 31 May 2026 - Ranking: 2.9

Rpollution

The goal of Rpollution is to assemble R functions to analyze air pollution data.

Natural Resources - Air Quality - Last synced: 01 Jun 2026 - Ranking: 2.9

River Basin Hydrolog

The exercises on hydrological modelling are developed for the course “River Basin Hydrology and Water Management” tought at Delft University of Technology in the Environmental Engineering Master of Science.

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 2.9

droughtR

An R package for non-stationary meteorological drought monitoring.

bias bias-correction forecasting hydrology time-series

Natural Resources - Soil and Land - Last synced: 01 Jun 2026 - Ranking: 2.9

helios

An R package to process heating and cooling degrees for the Global Change Analysis Model (GCAM) from various sources such as WRF and CMIP.

Climate Change - Earth and Climate Modeling - Last synced: 31 May 2026 - Ranking: 2.9

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: 31 May 2026 - Ranking: 2.9

Python for Atmosphere and Ocean Scientists

Contains the Data Carpentry lesson materials for a single day workshop on using python in the atmosphere and ocean sciences.

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 2.8

ddeq

A Python library for data-driven emission quantification of emission hot spots such as cities, power plants and industrial facilities.

Emissions - Carbon Intensity and Accounting - Last synced: 31 May 2026 - Ranking: 2.8

CN-AeroModels

Developed to provide methods to compute the aerodynamic forces generated by wind propulsion systems for ships.

Renewable Energy - Wind Energy - Last synced: 01 Jun 2026 - Ranking: 2.7

Steel Emissions Reporting Guidance

RMI's steel emissions accounting and data exchange guidance.

Emissions - Carbon Intensity and Accounting - Last synced: 31 May 2026 - Ranking: 2.7

Doughnut Biotool

A tool to calculate a building project's impacts on biodiversity over the entire life cycle.

absolute-sustainability biodiversity biosphere-integrity doughnut-economics lca sustainability

Industrial Ecology - Life Cycle Assessment - Last synced: 01 Jun 2026 - Ranking: 2.7

Open Carbon Watch

We monitor greenhouse gases emission reports published by organizations, along with their legal obligations and their own commitments, and track them over time.

carbon-emissions database laravel opendata vuejs

Emissions - Emission Observation and Modeling - Last synced: 31 May 2026 - Ranking: 2.7

Climate and Energy Policy Ontology

A common ontology to record and structure climate and energy policy data.

ontology

Sustainable Development - Taxonomy and Ontology - Last synced: 01 Jun 2026 - Ranking: 2.7

AHGestimation

Estimating robust, mass conserving AHG (at-a-station hydraulic geometry) relationships.

Hydrosphere - Freshwater and Hydrology - Last synced: 01 Jun 2026 - Ranking: 2.6

Eco Surf Analyser

A browser extension that provides sustainability scores for websites, helping users understand the environmental impact of their browsing habits.

Emissions - Carbon Intensity and Accounting - Last synced: 01 Jun 2026 - Ranking: 2.6

venco.py

A data processing tool offering demand and flexibility profiles for future electric vehicle fleets in an aggregated manner.

Consumption - Mobility and Transportation - Last synced: 01 Jun 2026 - Ranking: 2.6

GlaThiDa

Glacier Thickness Database.

collaboration database datapackage glacier glaciology global

Cryosphere - Glacier and Ice Sheets - Last synced: 01 Jun 2026 - Ranking: 2.6

GFBio Data Submission and Brokerage System

Provides the central entry point for the submission services provided by GFBio e.V. for the long-term data archival and publication of biodiversity, ecology and environmental science data.

Biosphere - Biodiversity Data Access and Management - Last synced: 01 Jun 2026 - Ranking: 2.6

CafriplotsR

Provides tools for querying a PostgreSQL database containing forest inventories data from Tropical Africa.

Biosphere - Biodiversity Data Access and Management - Last synced: 01 Jun 2026 - Ranking: 2.5

predyce

Is the natural evolution of the conventional Energy Performance Certification into real time optimization of building performance and comfort, by capturing the building's dynamic behaviour, and at the same time providing transparent feedback, through an intuitive interface.

Consumption - Buildings and Heating - Last synced: 01 Jun 2026 - Ranking: 2.5

SatRbedo

Tools for retrieving snow and ice albedo from optical satellite imagery.

Cryosphere - Snow and Permafrost - Last synced: 01 Jun 2026 - Ranking: 2.5

EU forest tree point data

A compilation of analysis-ready point data for the purpose of vegetation and Potential Natural Vegetation mapping for the EU.

Biosphere - Forest Observation and Management - Last synced: 01 Jun 2026 - Ranking: 2.5

Utilizing Open Science Techniques for Exploring Greenhouse Gas Data

An Interactive Workshop on the U.S. Greenhouse Gas Center and VEDA Tools for use in Earth Science Research

Sustainable Development - Education - Last synced: 31 May 2026 - Ranking: 2.5

bbousuite

A set of R packages to facilitate simulation and analysis of boreal caribou survival and recruitment data to estimate population growth.

Biosphere - Terrestrial Wildlife - Last synced: 01 Jun 2026 - Ranking: 2.5

ENGAGE

Source code for figure generation and analysis of the ENGAGE netzero scenario analysis.

data-visualization integrated-assessment opensource pyam scenario-analysis

Climate Change - Integrated Assessment and Climate Policy - Last synced: 01 Jun 2026 - Ranking: 2.5

GHGPy

An open source greenhouse gas accounting tool that complies with IPCC 2006 and the GHG Protocol.

carbon-dioxide carbon-emissions ghg-data ghg-emissions python3 sustainability

Emissions - Carbon Intensity and Accounting - Last synced: 01 Jun 2026 - Ranking: 2.5

Iceberg Locations

Antarctic large iceberg positions derived from ASCAT and OSCAT-2.

beautifulsoup4 climate-change git-scraping iceberg python scraping

Cryosphere - Glacier and Ice Sheets - Last synced: 01 Jun 2026 - Ranking: 2.5

Africa Soil and Agronomy Data Cube

Accessing and using soil and agronomy data for Africa.

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 2.4

EXIOMOD

A macro-economic model that predicts the effects of public authority measures, shifts in consumer behaviour and associated enviromnetal impacts.

Climate Change - Integrated Assessment and Climate Policy - Last synced: 31 May 2026 - Ranking: 2.4

WWCP_Core

The World Wide Charging Protocol Suite is a collection of protocols in order to connect market actors in the field of e-mobility solutions via scalable and secure Internet protocols.

charging chargingstation e-mobility ev-roaming wwcp

Consumption - Mobility and Transportation - Last synced: 31 May 2026 - Ranking: 2.4

Energy and Climate Policy

This graduate-level course provides a systems approach to understanding the essential policy questions and analytic tools necessary to achieve the energy transition required to address climate change.

class climate-change climate-policy energy energy-policy open-course

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 2.3

bcfishobs

Known BC Fish Observations is documented as the most current and comprehensive information source on fish presence for the province.

british-columbia fish-observations fiss fwa stream-network

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 2.3

ISEAFramework

Allows coupled electrical-thermal simulations of single storage systems (e.g. lithium ion batteries or double layer capacitors) or complete storage system packs.

Energy Storage - Battery - Last synced: 01 Jun 2026 - Ranking: 2.3

vein

An R package to estimate Vehicular Emissions INventories.

Emissions - Emission Observation and Modeling - Last synced: 01 Jun 2026 - Ranking: 2.3

Greenlang

The first open-source component promoting transparency, interoperability, and collaboration in the ESG reporting domain.

Sustainable Development - Sustainable Investment - Last synced: 01 Jun 2026 - Ranking: 2.3

reflective-potential

An empirical analysis of Earth's annual-average surface reflectivity potential.

albedo albedo-maps climate climate-data climate-science

Atmosphere - Radiative Transfer - Last synced: 31 May 2026 - Ranking: 2.3

eELib

A Python-based framework for simulating future power systems for prosumer households, focusing on operating strategies for energy management systems.

Energy Systems - Grid Management and Microgrid - Last synced: 01 Jun 2026 - Ranking: 2.2

dplR

A package for R that performs tree-ring analyses such as detrending, chronology building, and crossdating.

Biosphere - Forest Modeling and Analysis - Last synced: 31 May 2026 - Ranking: 2.2

Open Wind Energy

Builds and displays onshore wind turbine site constraints in a fully automated way - avoiding the need for manually downloading and processing multiple GIS datasets by hand.

netzero renewables wind

Renewable Energy - Wind Energy - Last synced: 01 Jun 2026 - Ranking: 2.2

Energy Access Explorer

The World’s First Digital Public Good to deliver Climate-compatible Energy Transitions for Everyone.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 01 Jun 2026 - Ranking: 2.2

Climate Risks Academy 2021

Contains solutions for the advanced assignment of the Modelling Lab of the Climate Risks Academy 2021.

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 2.2

SmartGridToolbox

Designed to provide an extensible and flexible starting point for developing a wide variety of smart grid simulations and other applications.

Energy Systems - Grid Analysis and Planning - Last synced: 31 May 2026 - Ranking: 2.2

MEDUSA

Modelling Equity and DistribUtional impacts for Socioeconomic Analysis.

Climate Change - Integrated Assessment and Climate Policy - Last synced: 01 Jun 2026 - Ranking: 2.2

Pacific Salmon Explorer

Methods for assessing status and trends in Pacific salmon Conservation Units and their freshwater habitats.

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 2.1

An introduction to Systematic conservation planning with prioritzr

Learn about the basic concepts of systematic conservation planning (SCP) and more specifically algorithmic solutions identifying planning outcomes.

biodiversity prioritizr quarto r systematic-conservation-planning tutorial workshop-website

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 2.1

3d_milp

Energy Arbitrage Optimization With Battery Storage.

Energy Storage - Battery - Last synced: 31 May 2026 - Ranking: 2.1

py-Open-IMO-CII-Calculator

A Python library for calculating the carbon intensity indicator for ships, in accordance with the International Maritime Organization's carbon regulations.

carbon-emissions carbon-intensity carbon-intensity-indicator cii imo imo-cii international-maritime-organization international-trade marine ship shipping shipping-carbon-intensity-indicator shipping-cii sustainability

Emissions - Carbon Intensity and Accounting - Last synced: 01 Jun 2026 - Ranking: 2.1

SoilGrids

A system for automated soil mapping based on global soil profile and environmental covariate data at 250 m spatial resolution.

Natural Resources - Soil and Land - Last synced: 31 May 2026 - Ranking: 2.1

FireHistory

The goal of FireHistory is to provide tools to help extract useful fire metrics from the Department of Biodiversity, Conservation and Attractions Fire History dataset data Western Australia link.

Biosphere - Wildfire - Last synced: 01 Jun 2026 - Ranking: 1.9

MF-OWHM

A MODFLOW-2005 based integrated hydrologic model designed for the analysis of conjunctive-use management.

Conjunctive Use Fortran Integrated Hydrologic Modeling MF-OWHM MF-OWHM2 MODFLOW MODFLOW-OWHM MODFLOW-OWHM2 Numerical Simulation OWHM OWHM2 OneWater

Hydrosphere - Freshwater and Hydrology - Last synced: 31 May 2026 - Ranking: 1.8

WRaINfo

A software for real-time weather radar data processing, specifically designed for X-band weather radars of FURUNO.

Atmosphere - Meteorological Observation and Forecast - Last synced: 01 Jun 2026 - Ranking: 1.8

Energy Signature Analyser

A toolbox to analyze energy signatures of buildings and compare the signatures of all buildings within an entire building stock.

Consumption - Buildings and Heating - Last synced: 01 Jun 2026 - Ranking: 1.8

LibreWater

A Small Scale Desalination and Water Purification Prototype that is powered by electric heating for scientific purpose and prototyping ahead according to the Libre Water Mission.

Natural Resources - Water Supply and Quality - Last synced: 31 May 2026 - Ranking: 1.6

RFB-dev-kit

A benchtop flow battery development kit, extendable to other electrochemical systems with flow.

Energy Storage - Battery - Last synced: 01 Jun 2026 - Ranking: 1.6

PRTR

A project for handling the European Pollutant Release and Transfer Register (E-PRTR) data and publishing it as a national web service.

emissions pollutants

Emissions - Carbon Offsets and Trading - Last synced: 01 Jun 2026 - Ranking: 1.6

SWAT

The Soil & Water Assessment Tool is a small watershed to river basin-scale model used to simulate the quality and quantity of surface and ground water and predict the environmental impact of land use, land management practices, and climate change.

Hydrosphere - Freshwater and Hydrology - Last synced: 01 Jun 2026 - Ranking: 1.4

pyWaPOR

Data manual and Algorithm to compute the evapotranspiration of large areas using remote sensing data.

Natural Resources - Water Supply and Quality - Last synced: 01 Jun 2026 - Ranking: 1.4

epicrop

Simulation modelling of crop diseases using a Susceptible-Exposed-Infectious-Removed (SEIR) model in R.

agricultural-modeling agricultural-modelling agricultural-research botanical-epidemiology crop-protection disease epirice-model model modeling modelling r rice rice-diseases rstats seir seir-model

Consumption - Agriculture and Nutrition - Last synced: 01 Jun 2026 - Ranking: 1.4

Digital Soil Mapping

This online book covers the tutorial on digital soil mapping from the course Applied Geodata Science 2 at the University of Bern.

r-spatial

Sustainable Development - Education - Last synced: 31 May 2026 - Ranking: 1.4

Climate Data Operators

A collection of command line Operators to manipulate and analyse Climate and NWP model Data.

Climate Change - Climate Data Processing and Analysis - Last synced: 31 May 2026 - Ranking: 1.1

nestwatchR

Provide a collection of functions to aid in accessing and analyzing the wealth of nesting data contained in the NestWatch database.

Biosphere - Avian Monitoring and Analysis - Last synced: 01 Jun 2026 - Ranking: 0.7

XDC Model

Enable users, or any intereted subject, to understand and familiarize with the basic concepts of the X-Degree Compatibility methodology.

Sustainable Development - Sustainable Investment - Last synced: 01 Jun 2026 - Ranking: 0.7

visGWDB

A framework for groundwater-level informatics.

generalized additive model groundwater hydrograph statistics support vector machine water level

Hydrosphere - Freshwater and Hydrology - Last synced: 01 Jun 2026 - Ranking: 0.7

UVic-updates-opem

Introduces optimality-based phytoplankton and zooplankton into the UVic-ESCM (version 2.9) with variable C:N:P(:Chl) stoichiometry for phytoplankton, diazotrophs and detritus.

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 0.7

Liquid Prep

Offers an end-to-end solution for farmers looking to optimize their water usage; especially during times of drought.

Natural Resources - Water Supply and Quality - Last synced: 01 Jun 2026 - Ranking: 0.7

Tutorial for Working with NASA VIIRS Surface Reflectance Data

Converting VNP09GA files into quality-filtered vegetation indices and examining the trend in vegetation greenness during July 2018 to observe drought in Europe.

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 0.0

Climate Change Impact Assessment

A practical walk-through.

Sustainable Development - Education - Last synced: 31 May 2026 - Ranking: 0.0

Climatoology

Offers high-resolution data and insights on key climate indicators, from heating emissions to walkability, helping you identify both strengths and areas for improvement in your city or region.

Emissions - Emission Observation and Modeling - Last synced: 01 Jun 2026 - Ranking: 0.0

Global Environmental Database

Providing long-term monitoring data, data analysis results, output of models.

Sustainable Development - Data Catalogs and Interfaces - Last synced: 01 Jun 2026 - Ranking: 0.0

SMART

Collect, measure and evaluate data to improve the effectiveness of your wildlife conservation efforts.

Biosphere - Terrestrial Wildlife - Last synced: 31 May 2026 - Ranking: 0.0

Chemical Lagrangian Model of the Stratosphere

A world leader in simulating exchange processes in the atmosphere across transport barriers such as stratosphere-troposphere exchange.

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 01 Jun 2026 - Ranking: 0.0

Fundamentals of Remote Sensing

Participants will have a basic understanding of NASA satellites, sensors, data, tools, portals and applications to environmental monitoring and management.

Sustainable Development - Education - Last synced: 31 May 2026 - Ranking: 0.0

AMBS

The Atmopsheric Machine Learning Benchmarking System aims to provide state-of-the-art video prediction methods applied to the meteorological domain.

Atmosphere - Meteorological Observation and Forecast - Last synced: 01 Jun 2026 - Ranking: 0.0

Transition Project

An Open Data Initiative designed to help enable rapid carbon abatement for cities worldwide.

Sustainable Development - Knowledge Platforms - Last synced: 31 May 2026 - Ranking: 0.0

Objective Analysis in Atmospheric Sciences

The course provides an overview of the methods used to interpret data sets in the atmospheric and oceanic sciences.

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 0.0

OBI

The Open-Bodem-Index-Calculator is a tool that evaluates the soil of agricultural fields based on four main criteria: chemical, physical, biological and management.

Consumption - Agriculture and Nutrition - Last synced: 01 Jun 2026 - Ranking: 0.0

Web Sustainability Guidelines

The draft specification for our Web Sustainability Guidelines and any supplementary documentation, including our introduction to Web Sustainability.

Consumption - Computation and Communication - Last synced: 01 Jun 2026 - Ranking: 0.0

Green Algorithms

Aims at promoting more environmentally sustainable computational science.

Consumption - Computation and Communication - Last synced: 01 Jun 2026 - Ranking: 0.0

Industry Energy Tool

A calculator developed by NREL for projecting energy efficiency and fuel switching scenarios for the U.S. industrial sector energy use and emissions at the Census Region and county-level.

Consumption - Production and Industry - Last synced: 01 Jun 2026 - Ranking: 0.0

accessibility

Given a pre-computed travel cost matrix and a land use dataset (containing the location of jobs, healthcare and population, for example), the package allows one to calculate accessibility levels and accessibility poverty and inequality.

Consumption - Mobility and Transportation - Last synced: 01 Jun 2026 - Ranking: 0.0

ALTRIOS

Fully integrated, open-source software tool to evaluate strategies for deploying advanced locomotive technologies and associated infrastructure for cost-effective decarbonization.

Consumption - Mobility and Transportation - Last synced: 01 Jun 2026 - Ranking: 0.0

PO.DAAC

NASA Earth Observing System Data and Information System data center managed by the Earth Science Data and Information System Project.

Sustainable Development - Curated Lists - Last synced: 01 Jun 2026 - Ranking: 0.0

OCHRE

Building energy modeling (BEM) tool designed to model flexible loads in residential buildings.

Consumption - Buildings and Heating - Last synced: 01 Jun 2026 - Ranking: 0.0

ComStock

National scale modeling of the U.S. commercial building stock supported by U.S. DOE, LADWP, and others and maintained by NREL.

Consumption - Buildings and Heating - Last synced: 01 Jun 2026 - Ranking: 0.0

PASE

Simulate an agrivoltaic system, calculating both photovoltaic and agricultural output.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 31 May 2026 - Ranking: 0.0

Recyclebot

An open source waste plastic extruder that creates 3D printer filament from waste plastic and natural polymers.

Industrial Ecology - Circular Economy and Waste - Last synced: 01 Jun 2026 - Ranking: 0.0

SciGRID_gas

Methods to create an automated network model of the European gas transportation network.

Energy Storage - Hydrogen - Last synced: 01 Jun 2026 - Ranking: 0.0

scout

A tool for estimating the future energy use, carbon emissions, and capital and operating cost impacts of energy efficiency and demand flexibility technologies in the U.S. residential and commercial building sectors.

Consumption - Buildings and Heating - Last synced: 01 Jun 2026 - Ranking: 0.0

Open Power System Data

A list of primary data sources that are helpful for power system modeling of Europe.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 01 Jun 2026 - Ranking: 0.0

STEPS

An open source power system simulator designed for balanced large-scale AC-DC hybrid power system analysis.

Energy Systems - Energy System Modeling Frameworks - Last synced: 31 May 2026 - Ranking: 0.0

Systems' Engineering for Energy Efficiency

A Python course on Systems engineering for energy efficiency in German within the Master of Electrical Engineering and Master of Renewable Energy at the Cologne University of Applied Sciences.

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 0.0

HOPP

Assesses optimal designs for the deployment of utility-scale hybrid energy plants, particularly considering wind, solar and storage.

Energy Systems - Renewable Energy Integration - Last synced: 01 Jun 2026 - Ranking: 0.0

TopFarm2

A Python package developed by DTU Wind Energy to help with wind-farm optimizations.

Renewable Energy - Wind Energy - Last synced: 01 Jun 2026 - Ranking: 0.0

LP DAAC E-Learning

Frequently updated presentations, webinars, tutorials, and video tips on accessing, managing, and processing LP DAAC data using a variety of software, web applications, custom tools, and scripts.

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 0.0

Fundamentals of Remote Sensing

Participants will have a basic understanding of NASA satellites, sensors, data, tools, portals and applications to environmental monitoring and management.

Sustainable Development - Education - Last synced: 31 May 2026 - Ranking: 0.0

SDG Academy

Education platform of the Sustainable Development Solutions Network (SDSN), a global initiative for the United Nations.

Sustainable Development - Education - Last synced: 01 Jun 2026 - Ranking: 0.0