Wolfram for
Environmental Science
One computational environment for the natural world
Integrate data access, analysis, modeling and decision-making in a complete computational ecosystem
- Unify fragmented methods and tools for climate, geological, biological and chemical data analysis and modeling
- Analyze any data with GIS, machine learning, environmental systems modeling, time series and statistical tools
- Share results and decisions in reproducible notebooks combining visualization, analysis and write-up in one place
- Run exploratory analyses interactively that build into full computational pipelines
Wolfram Language turns complexity into clarity, linking disparate data, exposing hidden patterns, and supporting smarter policy decisions.
Wolfram Language allows you to approach and analyze your data in a way that is closer to how you would normally think about it in your head. It's not just a tool, it's also a way of thinking.
Groundwater recharge-discharge is a very complex system, and usually we need years of study in order to get the results we are getting from Mathematica in a matter of days.
The ability to do things so concisely and with so much power … allowed a very rapid development process, so something a panel of experts told me would take a number of people a number of years, one person managed to do most of it in six months.
Understand and model environmental data from ecological to geological systems
Climate Modeling & Analysis
Model, visualize and project climate dynamics, including global temperature records and CO₂ trends.
Animating Climate Change through an Annual WindowEarth's Hottest Day - Visualisation and AnalysisKeeling Curve for Atmospheric CO2Global Climate Data TrackerForecast the WeatherFollow Changes in Direction of Monsoon WindsCreate a Weather MapSouthern Oscillation Index TrackerEnergy Balance Model with Greenhouse ParameterizationEntity: TropicalStorm
Climate Modeling & Analysis
Model, visualize and project climate dynamics, including global temperature records and CO₂ trends.
Animating Climate Change through an Annual WindowEarth's Hottest Day - Visualisation and AnalysisKeeling Curve for Atmospheric CO2Global Climate Data TrackerForecast the WeatherFollow Changes in Direction of Monsoon WindsCreate a Weather MapSouthern Oscillation Index TrackerEnergy Balance Model with Greenhouse ParameterizationEntity: TropicalStorm
Animating Climate Change through an Annual Window »Earth's Hottest Day - Visualisation and Analysis »Keeling Curve for Atmospheric CO2 »Global Climate Data Tracker »Forecast the Weather »Follow Changes in Direction of Monsoon Winds »Create a Weather Map »Southern Oscillation Index Tracker »Energy Balance Model with Greenhouse Parameterization »Entity: TropicalStorm »
Atmospheric Modeling & Air Quality
Analyze atmospheric circulation patterns, compute meteorological indices and access worldwide historical and weather forecast data.
Wind Flow around the WorldFighting Air Inequality: Bridge the Gap between Programming and ThinkingDisplay the Air Quality in Some Major Cities in ChinaLorenz's Model of Global Atmospheric CirculationA Model of Atmospheric CirculationHeatIndex FunctionWindChill FunctionEntity: CloudEntity: AtmosphericLayer
Atmospheric Modeling & Air Quality
Analyze atmospheric circulation patterns, compute meteorological indices and access worldwide historical and weather forecast data.
Wind Flow around the WorldFighting Air Inequality: Bridge the Gap between Programming and ThinkingDisplay the Air Quality in Some Major Cities in ChinaLorenz's Model of Global Atmospheric CirculationA Model of Atmospheric CirculationHeatIndex FunctionWindChill FunctionEntity: CloudEntity: AtmosphericLayer
Wind Flow around the World »Fighting Air Inequality: Bridge the Gap between Programming and Thinking »Display the Air Quality in Some Major Cities in China »Lorenz's Model of Global Atmospheric Circulation »A Model of Atmospheric Circulation »HeatIndex Function »WindChill Function »Entity: Cloud »Entity: AtmosphericLayer »
Renewal Energy & Sustainability
Model solar and wind energy systems, evaluate site suitability and yield, and study emissions and carbon footprint data for renewable energy research.
Wolfram Solutions for Sustainable EnergyGreen Energy ModelingMap Wind Farms and Wind Strength in the United StatesAnalyzing Public Data with Wolfram: UN Sustainable Development GoalsSolar Energy Yield for Three Mounting SystemsSolar Irradiance Using Hottel's Clear-Sky ModelFood Carbon Footprint Data
Renewal Energy & Sustainability
Model solar and wind energy systems, evaluate site suitability and yield, and study emissions and carbon footprint data for renewable energy research.
Wolfram Solutions for Sustainable EnergyGreen Energy ModelingMap Wind Farms and Wind Strength in the United StatesAnalyzing Public Data with Wolfram: UN Sustainable Development GoalsSolar Energy Yield for Three Mounting SystemsSolar Irradiance Using Hottel's Clear-Sky ModelFood Carbon Footprint Data
Wolfram Solutions for Sustainable Energy »Green Energy Modeling »Map Wind Farms and Wind Strength in the United States »Analyzing Public Data with Wolfram: UN Sustainable Development Goals »Solar Energy Yield for Three Mounting Systems »Solar Irradiance Using Hottel's Clear-Sky Model »Food Carbon Footprint Data »
Geographic Visualization & Remote Sensing
Access multi-spectral satellite imagery and spatial data to analyze land cover, measure vegetation health and monitor environmental changes over time.
Animate a Map of Plant ImageryGlobal Map of NASA SMAP L4 Root Zone Soil MoistureNear Real Time Flood Monitoring of Valencia, Spain with NASA Remote Sensing DataNASA Imagery Using the RemoteSensing PacletGeographic Computation CapabilitiesMapping Global Land Cover with European Space Agency DataDo Planes near Airports Tend to Fly over Greenspace?Hurricane Ida Images from NOAARemoteSensing PacletGoogle Earth Engine (GEE) Client PacletGeographic Data Guide
Geographic Visualization & Remote Sensing
Access multi-spectral satellite imagery and spatial data to analyze land cover, measure vegetation health and monitor environmental changes over time.
Animate a Map of Plant ImageryGlobal Map of NASA SMAP L4 Root Zone Soil MoistureNear Real Time Flood Monitoring of Valencia, Spain with NASA Remote Sensing DataNASA Imagery Using the RemoteSensing PacletGeographic Computation CapabilitiesMapping Global Land Cover with European Space Agency DataDo Planes near Airports Tend to Fly over Greenspace?Hurricane Ida Images from NOAARemoteSensing PacletGoogle Earth Engine (GEE) Client PacletGeographic Data Guide
Animate a Map of Plant Imagery »Global Map of NASA SMAP L4 Root Zone Soil Moisture »Near Real Time Flood Monitoring of Valencia, Spain with NASA Remote Sensing Data »NASA Imagery Using the RemoteSensing Paclet »Geographic Computation Capabilities »Mapping Global Land Cover with European Space Agency Data »Do Planes near Airports Tend to Fly over Greenspace? »Hurricane Ida Images from NOAA »RemoteSensing Paclet »Google Earth Engine (GEE) Client Paclet »Geographic Data Guide »
Ecology & Biodiversity Tracking
Model population and community dynamics, access global species and interaction databases and track biodiversity patterns.
Terrestrial Ecoregions of the WorldINaturalistSearch FunctionGBIFSearch FunctionGloBIData Function (Global Biotic Interactions)EcoEvo Paclet: Species- and Trait-Based Ecological and Eco-Evolutionary ModelingFilzbach: A General Purpose MCMC Package for Bayesian EstimationModeling Maize Root SystemsEmergent Competition Shapes Top-Down versus Bottom-Up Control in Multi-trophic EcosystemsThe Exploitative Segregation of Plant RootsWolfram Colloquium Series: Ecological Research with Wolfram LanguageEcology: Wolfram Demonstrations ProjectEntity: Species
Ecology & Biodiversity Tracking
Model population and community dynamics, access global species and interaction databases and track biodiversity patterns.
Terrestrial Ecoregions of the WorldINaturalistSearch FunctionGBIFSearch FunctionGloBIData Function (Global Biotic Interactions)EcoEvo Paclet: Species- and Trait-Based Ecological and Eco-Evolutionary ModelingFilzbach: A General Purpose MCMC Package for Bayesian EstimationModeling Maize Root SystemsEmergent Competition Shapes Top-Down versus Bottom-Up Control in Multi-trophic EcosystemsThe Exploitative Segregation of Plant RootsWolfram Colloquium Series: Ecological Research with Wolfram LanguageEcology: Wolfram Demonstrations ProjectEntity: Species
Terrestrial Ecoregions of the World »INaturalistSearch Function »GBIFSearch Function »GloBIData Function (Global Biotic Interactions) »EcoEvo Paclet: Species- and Trait-Based Ecological and Eco-Evolutionary Modeling »Filzbach: A General Purpose MCMC Package for Bayesian Estimation »Modeling Maize Root Systems »Emergent Competition Shapes Top-Down versus Bottom-Up Control in Multi-trophic Ecosystems »The Exploitative Segregation of Plant Roots »Wolfram Colloquium Series: Ecological Research with Wolfram Language »Ecology: Wolfram Demonstrations Project »Entity: Species »
Hydrology & Water Resource Management
Monitor water availability, model hydrological routing and access water quality and usage datasets for drought, flood and resource management analysis.
Track the Water Level in Lake MeadU.S. Drought Monitor Map Animated 2010—2021Morphological Analysis of River Tributaries and Flood Plains: A Multi-dimensional ApproachComputing Change in Water Level via Processing of Satellite ImagesUsing Real Time Satellite Data for Hydrology and GeographyModeling Water Flow Using Cellular AutomataCalifornia Urban Water Supplier Monitoring ReportsNonlinear and Periodic Dynamics of Chaotic Hydro-Thermal Process of Skokomish RiverEntity: RiverEntity: Waterfall
Hydrology & Water Resource Management
Monitor water availability, model hydrological routing and access water quality and usage datasets for drought, flood and resource management analysis.
Track the Water Level in Lake MeadU.S. Drought Monitor Map Animated 2010—2021Morphological Analysis of River Tributaries and Flood Plains: A Multi-dimensional ApproachComputing Change in Water Level via Processing of Satellite ImagesUsing Real Time Satellite Data for Hydrology and GeographyModeling Water Flow Using Cellular AutomataCalifornia Urban Water Supplier Monitoring ReportsNonlinear and Periodic Dynamics of Chaotic Hydro-Thermal Process of Skokomish RiverEntity: RiverEntity: Waterfall
Track the Water Level in Lake Mead »U.S. Drought Monitor Map Animated 2010—2021 »Morphological Analysis of River Tributaries and Flood Plains: A Multi-dimensional Approach »Computing Change in Water Level via Processing of Satellite Images »Using Real Time Satellite Data for Hydrology and Geography »Modeling Water Flow Using Cellular Automata »California Urban Water Supplier Monitoring Reports »Nonlinear and Periodic Dynamics of Chaotic Hydro-Thermal Process of Skokomish River »Entity: River »Entity: Waterfall »
Geological & Earth Science Data
Access and map seismic, geomagnetic and terrain datasets to quantify geological hazards, surface processes and Earth structure.
3D Map of Earthquakes in 2025Depth and Position of EarthquakesMake a Soil Texture Ternary PlotZoom in on EarthquakesEarthquake Frequency by CountryMap States with the Highest Magnitude EarthquakesSeismographData FunctionEvolution of North Magnetic Poles over TimeExtrema Values of the Earth's Magnetic Field in a RegionExploring Meteorite Landing DataEarth Sciences Data Guide
Geological & Earth Science Data
Access and map seismic, geomagnetic and terrain datasets to quantify geological hazards, surface processes and Earth structure.
3D Map of Earthquakes in 2025Depth and Position of EarthquakesMake a Soil Texture Ternary PlotZoom in on EarthquakesEarthquake Frequency by CountryMap States with the Highest Magnitude EarthquakesSeismographData FunctionEvolution of North Magnetic Poles over TimeExtrema Values of the Earth's Magnetic Field in a RegionExploring Meteorite Landing DataEarth Sciences Data Guide
3D Map of Earthquakes in 2025 »Depth and Position of Earthquakes »Make a Soil Texture Ternary Plot »Zoom in on Earthquakes »Earthquake Frequency by Country »Map States with the Highest Magnitude Earthquakes »SeismographData Function »Evolution of North Magnetic Poles over Time »Extrema Values of the Earth's Magnetic Field in a Region »Exploring Meteorite Landing Data »Earth Sciences Data Guide »
Oceanography & Marine Science
Analyze ocean currents and circulation, monitor sea ice extent, model wave dynamics and process bathymetric and ocean observational data alongside marine ecosystem studies.
Salinity of Seawater at Different DepthsVector Field Analysis of Trash Spread through OceansModeling and Analysis of Mid-Atlantic Ridge Earthquakes via Bathymetric and Seismic DataMapping the Trajectory of Points via Ocean CurrentsInvestigating Changes in Arctic Sea Ice LevelsOxygen Diffusion for Survival of Freshwater FishStandardOceanData FunctionExtreme Ocean WavesEntity: Ocean
Oceanography & Marine Science
Analyze ocean currents and circulation, monitor sea ice extent, model wave dynamics and process bathymetric and ocean observational data alongside marine ecosystem studies.
Salinity of Seawater at Different DepthsVector Field Analysis of Trash Spread through OceansModeling and Analysis of Mid-Atlantic Ridge Earthquakes via Bathymetric and Seismic DataMapping the Trajectory of Points via Ocean CurrentsInvestigating Changes in Arctic Sea Ice LevelsOxygen Diffusion for Survival of Freshwater FishStandardOceanData FunctionExtreme Ocean WavesEntity: Ocean
Salinity of Seawater at Different Depths »Vector Field Analysis of Trash Spread through Oceans »Modeling and Analysis of Mid-Atlantic Ridge Earthquakes via Bathymetric and Seismic Data »Mapping the Trajectory of Points via Ocean Currents »Investigating Changes in Arctic Sea Ice Levels »Oxygen Diffusion for Survival of Freshwater Fish »StandardOceanData Function »Extreme Ocean Waves »Entity: Ocean »
Bio-Acoustics & Eco-Acoustics
Classify and analyze animal sounds, study acoustic ecosystems and build custom audio classifiers for ecological monitoring using built-in audio processing and machine learning tools.
Biodiversity Explorations with Machine Learning: Audio Processing—Identifying Bird SpeciesIdentify Animal SoundsSimulating Echolocation via Sound Wave Interactions in Various EnvironmentsDetecting and Transcribing Dolphin Whistle Phonemes Into SymbolsFeature Space Plot of Animal SoundsAudioIdentify FunctionAnimalSound Function
Bio-Acoustics & Eco-Acoustics
Classify and analyze animal sounds, study acoustic ecosystems and build custom audio classifiers for ecological monitoring using built-in audio processing and machine learning tools.
Biodiversity Explorations with Machine Learning: Audio Processing—Identifying Bird SpeciesIdentify Animal SoundsSimulating Echolocation via Sound Wave Interactions in Various EnvironmentsDetecting and Transcribing Dolphin Whistle Phonemes Into SymbolsFeature Space Plot of Animal SoundsAudioIdentify FunctionAnimalSound Function
Biodiversity Explorations with Machine Learning: Audio Processing—Identifying Bird Species »Identify Animal Sounds »Simulating Echolocation via Sound Wave Interactions in Various Environments »Detecting and Transcribing Dolphin Whistle Phonemes Into Symbols »Feature Space Plot of Animal Sounds »AudioIdentify Function »AnimalSound Function »
Environmental Economics & Natural Capital
Model the economic dynamics of natural resource systems, from fisheries harvest optimization to estimating macroeconomic costs of climate and environmental changes.
Dynamics of Change: Modeling the Economic Effects of Global Warming with MathematicaFishackathon: Protecting Marine Life with AI and the Wolfram LanguageA Natural Choice: Mathematica's Role in Natural Resources StudiesIntroduction to Dynamic Economic Models: the Predator-Prey SystemIntroduction to Dynamic Economic Models: Epidemic Models of Infectious DiseasesBioeconomics: Surplus Production Models and Equilibrium HarvestBioeconomics of a Discrete Ricker Model with Delayed RecruitmentEquilibrium Catch in Commercial FishingMaximizing the Present Value of Resource Rent in a Gordon-Schaefer Model
Environmental Economics & Natural Capital
Model the economic dynamics of natural resource systems, from fisheries harvest optimization to estimating macroeconomic costs of climate and environmental changes.
Dynamics of Change: Modeling the Economic Effects of Global Warming with MathematicaFishackathon: Protecting Marine Life with AI and the Wolfram LanguageA Natural Choice: Mathematica's Role in Natural Resources StudiesIntroduction to Dynamic Economic Models: the Predator-Prey SystemIntroduction to Dynamic Economic Models: Epidemic Models of Infectious DiseasesBioeconomics: Surplus Production Models and Equilibrium HarvestBioeconomics of a Discrete Ricker Model with Delayed RecruitmentEquilibrium Catch in Commercial FishingMaximizing the Present Value of Resource Rent in a Gordon-Schaefer Model
Dynamics of Change: Modeling the Economic Effects of Global Warming with Mathematica »Fishackathon: Protecting Marine Life with AI and the Wolfram Language »A Natural Choice: Mathematica's Role in Natural Resources Studies »Introduction to Dynamic Economic Models: the Predator-Prey System »Introduction to Dynamic Economic Models: Epidemic Models of Infectious Diseases »Bioeconomics: Surplus Production Models and Equilibrium Harvest »Bioeconomics of a Discrete Ricker Model with Delayed Recruitment »Equilibrium Catch in Commercial Fishing »Maximizing the Present Value of Resource Rent in a Gordon-Schaefer Model »
Environmental Risk & Disaster Monitoring
Simulate and track environmental and public health hazards from epidemics and droughts to wildfires and disaster response planning.
Modeling a Pandemic like Ebola with the Wolfram LanguageNear Real Time Flood Monitoring of Valencia, Spain with NASA Remote Sensing DataVaccinations and Herd Immunity Using the SIR Disease Epidemic ModelModeling Ocean Plastics and Microplastic Bioaccumulation in Marine Food WebsModel Forest Fires on a GridA Beginner's Guide to the SIR ModelEpidemiological Factors of Malaria: Case Study of MubarakpurSIR Model with the Wolfram LanguageSIR System ModelWolfram COVID-19 Data and ResourcesSpatio-Temporal Epidemic Spread
Environmental Risk & Disaster Monitoring
Simulate and track environmental and public health hazards from epidemics and droughts to wildfires and disaster response planning.
Modeling a Pandemic like Ebola with the Wolfram LanguageNear Real Time Flood Monitoring of Valencia, Spain with NASA Remote Sensing DataVaccinations and Herd Immunity Using the SIR Disease Epidemic ModelModeling Ocean Plastics and Microplastic Bioaccumulation in Marine Food WebsModel Forest Fires on a GridA Beginner's Guide to the SIR ModelEpidemiological Factors of Malaria: Case Study of MubarakpurSIR Model with the Wolfram LanguageSIR System ModelWolfram COVID-19 Data and ResourcesSpatio-Temporal Epidemic Spread
Modeling a Pandemic like Ebola with the Wolfram Language »Near Real Time Flood Monitoring of Valencia, Spain with NASA Remote Sensing Data »Vaccinations and Herd Immunity Using the SIR Disease Epidemic Model »Modeling Ocean Plastics and Microplastic Bioaccumulation in Marine Food Webs »Model Forest Fires on a Grid »A Beginner's Guide to the SIR Model »Epidemiological Factors of Malaria: Case Study of Mubarakpur »SIR Model with the Wolfram Language »SIR System Model »Wolfram COVID-19 Data and Resources »Spatio-Temporal Epidemic Spread »
Data Analysis and Visualization
Import and visualize temporal, spatial, tabular and hierarchical data containing dates, units and entities. Analyze data using high-level statistical and machine learning tools.
Wolfram Solutions for Data ScienceTabular Data Processing GuideComputation with Structured DatasetsTimes Series Processing GuideData Visualization Core AreaStatistical Data AnalysisMachine LearningWolfram Knowledgebase
Data Analysis and Visualization
Import and visualize temporal, spatial, tabular and hierarchical data containing dates, units and entities. Analyze data using high-level statistical and machine learning tools.
Wolfram Solutions for Data ScienceTabular Data Processing GuideComputation with Structured DatasetsTimes Series Processing GuideData Visualization Core AreaStatistical Data AnalysisMachine LearningWolfram Knowledgebase
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