ACTIVATE Falcon In-Situ Meteorological and Navigational Data | - Validation data for satellite and remote sensing observations
- Observation of local meteorological conditions during aerosol-cloud interaction events
- Boundary layer dynamics characterization
- Flight path reconstruction for correlating with other measurements
- Numerical weather prediction model verification
- Analysis of atmospheric conditions during science flights
- Mapping meteorological parameters across flight transects
| aerosols, atmospheric water vapor, atmospheric winds, weather events |
Aqua/AIRS L3 Daily Standard Physical Retrieval (AIRS+AMSU) 1 degree x 1 degree V7.0 | - Global atmospheric temperature profile monitoring
- Water vapor distribution and humidity analysis
- Tracking of greenhouse gas concentrations, especially CO2
- Weather forecasting and model initialization
- Climate change studies and trend analysis
- Cloud property characterization across the globe
- Atmospheric research on multiple vertical layers
- Long-term climate record development
| air quality, atmospheric chemistry, atmospheric pressure, atmospheric temperature, atmospheric water vapor, clouds, weather events |
CALIPSO Lidar Level 1B profile data, V4-51 | - Raw lidar backscatter measurement analysis for atmospheric composition studies
- Development and validation of aerosol and cloud retrieval algorithms
- Detection of thin clouds, aerosol layers, and boundary layer heights
- Input for higher-level CALIPSO data product generation
- Calibration reference for other remote sensing instruments
- Study of nighttime versus daytime atmospheric structure differences
- Detection of stratospheric features including polar stratospheric clouds
- Scientific research requiring processing of raw lidar returns with custom algorithms
| aerosols, atmospheric chemistry, clouds |
CALIPSO Lidar Level 2 Aerosol Profile, V4-51 | - Aerosol vertical structure mapping
- Aerosol data integration in climate modelling
- Aerosol long-term distribution trends
- Aerosols and their effect on cloud formation and cloud properties
- Air quality monitoring
- Validation Data for other satellite aerosol measurements
- Tracking long-range aerosol transport patterns globally
- Input data for calculating Earth’s radiation budget
| aerosols, atmospheric chemistry |
CALIPSO Lidar Level 2 Cloud Profile, V4-51 | - Global 3D cloud structure mapping and classification
- Detection and characterization of optically thin cirrus clouds
- Multi-layer cloud analysis for atmospheric radiation studies
- Climate model validation and improvement of cloud parameterizations
- Study of cloud formation and evolution processes
- Investigation of cloud-aerosol interactions and their climate impacts
- Monitoring of polar clouds and their seasonal variations
- Identification of cloud thermodynamic phase (ice/water) distribution
| aerosols, clouds |
Daymet: Annual Climate Summaries on a 1-km Grid for North America, Version 4 R1 | - Regional climate trend analysis
- Ecological research on climate impacts
- Agricultural planning and risk assessment
- Water resource management
- Forest management and planning
- Wildlife habitat suitability modeling
- Disease vector habitat potential mapping
- Natural resource conservation planning
| atmospheric radiation, atmospheric temperature, atmospheric water vapor, precipitation |
Daymet: Daily Surface Weather Data on a 1-km Grid for North America, Version 4 R1 | - Hydrological modeling at watershed scales
- Crop growth modeling and yield prediction
- Wildfire danger assessment
- Ecological process modeling
- Pest and disease outbreak risk assessment
- Energy demand forecasting
- Recreation planning and management
- Public health risk modeling for extreme weather
| atmospheric radiation, atmospheric temperature, atmospheric water vapor, precipitation, weather events |
DARTE Annual On-road CO2 Emissions on a 1-km Grid, Conterminous USA, V2, 1980-2017 | - Transportation emissions planning and management
- Urban air quality modeling
- Climate action plan development
- Environmental justice analysis
- Transportation infrastructure planning
- Emission reduction policy assessment
- Urban planning for sustainability
- Public health impact assessment of traffic emissions
| air quality, atmospheric chemistry |
ECOSTRESS Tiled Land Surface Temperature and Emissivity Instantaneous L2 Global 70 m | - High-resolution urban heat island analysis
- Plant water stress monitoring
- Agricultural irrigation management
- Ecosystem thermodynamics research
- Microclimate analysis at field scale
- Water use efficiency assessment
- Fire risk evaluation
- Environmental temperature extremes monitoring
| atmospheric temperature |
EMIT L2A Estimated Surface Reflectance and Uncertainty and Masks 60 m | - Surface mineralogy mapping
- Geological exploration and resource assessment
- Dust source region characterization
- Mining impact monitoring
- Soil composition analysis
- Environmental impact assessment
- Critical mineral identification
- Spectral library development for earth materials
| aerosols |
GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 | - Global soil moisture distribution monitoring
- Agricultural modeling and crop yield forecasting
- Evapotranspiration assessment for water cycle studies
- Hydrological cycle research and water resource management
- Land-atmosphere interaction studies
- Weather prediction model improvement
- Climate change impact assessment on land surfaces
- Flood forecasting and monitoring
- Energy flux analysis between land and atmosphere
| atmospheric pressure, atmospheric radiation, atmospheric temperature, atmospheric water vapor, atmospheric winds, precipitation, weather events |
GOES-R Geostationary Lightning Mapper (GLM) Gridded Data Products | - Real-time severe storm monitoring and tracking
- Lightning safety warning systems
- Convective storm intensification prediction
- Wildfire ignition detection from lightning strikes
- Aviation hazard avoidance for flight planning
- Precipitation estimation improvement
- Thunderstorm electrification research
- Validation of numerical weather prediction models
| atmospheric electricity, weather events |
GPM IMERG Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V07 | - Global high-resolution precipitation monitoring
- Extreme rainfall event detection and analysis
- Hydrological modeling and flood forecasting
- Agricultural drought monitoring and management
- Water resource planning and management
- Climate variability studies of precipitation patterns
- Validation of weather and climate models
- Storm evolution tracking and analysis
| precipitation, weather events |
High-rate Hatanaka-compressed GNSS observation data | - Atmospheric Science (High-Resolution Ionosphere/Troposphere)
- Precise Positioning/Navigation
- Geodesy/Geodynamics (Detailed Crustal Motion, Rapid Changes)
- Space Weather Monitoring (Rapid Event Detection)
- Scientific Research (Dynamic Phenomena Studies)
- IGS Support (High-Frequency Analysis)
- Data Quality Control (Improved Temporal Resolution)
| atmospheric pressure |
High-resolution mean North American methane fluxes for 2010-2015 optimized with GOSAT satellite data V1 | - Methane emission hotspot identification across North America
- Validation of greenhouse gas inventory reporting
- Oil and gas industry emission monitoring
- Agricultural methane source assessment
- Wetland methane flux quantification
- Urban methane leakage detection
- Climate policy development and assessment
- Carbon budget analysis for North America
| atmospheric chemistry |
Integrated Multi-satellitE Retrievals for GPM (IMERG) CPEX V1 | - Specialized precipitation analysis for CPEX field campaign
- Convective process studies in tropical environments
- Validation of satellite rainfall estimates with field observations
- Storm system evolution and lifecycle research
- Cloud microphysics process understanding
- Improvement of precipitation retrieval algorithms
- Air-sea interaction studies during convective events
- Field campaign support and data integration
| precipitation, weather events |
Lightning Imaging Sensor (LIS) on TRMM Science Data V4 | - Tropical and subtropical lightning activity monitoring
- Thunderstorm intensity characterization
- Rainfall estimation improvement in tropical regions
- Severe weather climatology across the tropics
- Global electrical circuit studies
- Lightning-nitrogen oxide production estimation
- Tropical convective system research
- Climate change impact assessment on thunderstorm activity
| atmospheric electricity, precipitation, weather events |
LIS 0.1 DEGREE VERY HIGH RESOLUTION GRIDDED LIGHTNING ANNUAL CLIMATOLOGY (VHRAC) V1 | - Global lightning distribution pattern analysis
- Severe storm climatology studies
- Lightning risk assessment for infrastructure planning
- Thunderstorm activity trend analysis
- Climate model validation for convective processes
- Aviation safety planning based on lightning patterns
- Global electrical circuit research
- Wildfire ignition risk assessment
| atmospheric electricity, weather events |
LIS/OTD 0.5 Degree High Resolution Full Climatology (HRFC) V2.3.2015 | - Global lightning distribution and frequency analysis
- Long-term lightning trend studies
- Severe storm risk assessment across regions
- Climate model validation and improvement
- Lightning-caused wildfire risk mapping
- Thunderstorm energetics research
- Global electrical circuit modeling
- Agricultural planning based on lightning patterns
| atmospheric electricity, weather events |
MAIAC Daily V01 | - High-resolution aerosol optical depth monitoring over land and coastal areas
- Enhanced retrieval of surface reflectance for vegetation studies
- Urban air quality assessment and monitoring
- Detection of smoke plumes from wildfires at finer spatial scales
- Land cover and land use change analysis through improved atmospheric correction
- Support for regional climate and air quality modeling
- Detailed aerosol transport tracking near source regions
- Time series analysis of aerosol patterns with daily temporal resolution
| aerosols |
MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 | - Surface energy balance studies and monitoring
- Evaporation and precipitation pattern analysis
- Heat flux quantification between surface and atmosphere
- Land-atmosphere moisture exchange assessment
- Climate model validation for surface processes
- Hydrological cycle component analysis
- Agricultural modeling for crop water requirements
- Urban heat island effect studies and monitoring
| altitude, atmospheric radiation, atmospheric temperature, atmospheric water vapor, atmospheric winds, precipitation |
MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 | - Solar and thermal radiation budget analysis
- Cloud radiative effect studies
- Climate model validation and improvement
- Energy balance assessment for climate studies
- Surface radiation input for ecosystem models
- Solar energy resource assessment
- Radiation-related climate feedback research
- Long-term radiation trend analysis
| atmospheric radiation, atmospheric temperature, clouds |
MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 | - Weather pattern analysis and atmospheric dynamics research
- Climate variability studies across different timescales
- Extreme weather event investigation
- Boundary layer process research
- Air quality model input for pollution studies
- Wind resource assessment for renewable energy
- Validation of weather prediction models
- Long-term climate trend analysis
| altitude, atmospheric chemistry, atmospheric pressure, atmospheric temperature, atmospheric water vapor, atmospheric winds, clouds, weather events |
MetOp-B ASCAT Level 2 Ocean Surface Wind Vectors Optimized for Coastal Ocean | - Coastal wind field monitoring
- Maritime operations planning
- Storm development tracking near coasts
- Coastal upwelling prediction
- Wind energy resource assessment
- Coastal erosion risk assessment
- Maritime safety enhancement
- Ocean model forcing data
| atmospheric winds, weather events |
MODIS/Aqua Aerosol 5-Min L2 Swath 10km - NRT | - Near real-time air quality monitoring
- Wildfire smoke plume tracking
- Dust storm detection and monitoring
- Regional pollution event assessment
- Aviation hazard awareness
- Public health warning systems for particulate matter
- Support for field campaign operations
- Rapid response to volcanic ash events
| aerosols, atmospheric radiation |
MODIS/Aqua Cloud Mask and Spectral Test Results 5-Min L2 Swath 250m and 1km | - Weather forecasting model initialization
- Clear-sky scene identification for other applications
- Cloud cover analysis for climatology studies
- Surface observation filtering based on cloud presence
- Cloud property retrieval preprocessing
- Aviation planning and operations
- Solar energy resource assessment
- Satellite image compositing for clear views
| clouds, weather events |
MODIS/Terra Aerosol 5-Min L2 Swath 10km - NRT | - Morning air quality condition assessment
- Transboundary pollution monitoring
- Dust storm tracking across continental scales
- Rapid response to wildfire smoke emissions
- Complementary observations to afternoon Aqua passes
- Urban pollution pattern analysis in morning hours
- Air quality forecast model data assimilation
- Early warning for deteriorating air quality
| aerosols, air quality, atmospheric radiation |
MODIS/Terra+Aqua Land Aerosol Optical Depth Daily L2G Global 1 km SIN Grid | - Daily air quality assessment and monitoring
- Regional pollution pattern analysis
- Smoke and dust plume mapping
- Long-range pollution transport tracking
- Visibility degradation assessment
- Climate forcing by aerosols research
- Public health impact studies
- Combined morning/afternoon aerosol pattern analysis
| aerosols, air quality |
MODIS/Terra Clouds 5-Min L2 Swath 1km and 5km | - Cloud optical thickness and effective radius mapping
- Cloud phase (water/ice) determination
- Weather system analysis and tracking
- Aviation hazard assessment
- Cloud top pressure and temperature monitoring
- Climate model validation for cloud properties
- Precipitation potential assessment
- Radiation budget calculations
| atmospheric radiation, atmospheric pressure, clouds, precipitation, weather events |
NLDAS Primary Forcing Data L4 Hourly 0.125 x 0.125 degree V2.0 | - High-resolution hydrological modeling for North America
- Driving land surface models for water resource applications
- Drought monitoring and analysis
- Agricultural planning and crop modeling
- Extreme weather event impact assessment
- Regional climate studies with detailed meteorological inputs
- Watershed management and flood forecasting
- Energy demand modeling based on weather conditions
| atmospheric temperature, atmospheric water vapor, atmospheric winds, precipitation, weather events |
PACE OCI Level-2 Regional Cloud Optical Properties - NRT Data, version 3.0 | - Cloud microphysical property monitoring
- Weather system characterization
- Radiation budget studies
- Aviation hazard assessment
- Climate model validation
- Precipitation potential estimation
- Cloud evolution tracking
- Storm intensity analysis
| atmospheric radiation, clouds, precipitation, weather events |
RSS MONTHLY 1-DEG MICROWAVE TOTAL PRECIPITABLE WATER NETCDF V7R01 | - Global atmospheric moisture pattern monitoring
- Climate variability studies of water vapor
- Water cycle research and modeling
- Weather system moisture content analysis
- Drought monitoring and assessment
- Climate change impact on atmospheric water content
- Precipitation potential assessment
- Climate model validation for moisture representation
| atmospheric water vapor |
RSS SMAP Level 2C Sea Surface Salinity V6.0 Validated Dataset | - Ocean circulation studies
- Water mass formation tracking
- Rainfall impact on ocean salinity
- Evaporation-precipitation balance analysis
- River plume monitoring in coastal areas
- Climate model validation for ocean processes
- Marine ecosystem habitat characterization
- El Niño-Southern Oscillation monitoring
| precipitation |
RSS SSMIS OCEAN PRODUCT GRIDS 3-DAY AVERAGE FROM DMSP F17 NETCDF V7 | - Medium-range maritime operations planning
- Reduced noise assessment of ocean parameters
- Tropical cyclone environment monitoring
- Ocean current pattern analysis
- Marine heatwave tracking and monitoring
- Sea ice edge mapping in polar regions
- Weather system evolution over oceans
- Fishing operations guidance based on ocean conditions
| atmospheric water vapor, atmospheric winds, clouds, precipitation, weather events |
RSS SSMIS OCEAN PRODUCT GRIDS DAILY FROM DMSP F16 NETCDF V7 | - Daily ocean surface wind speed monitoring
- Sea surface temperature tracking across global oceans
- Marine weather forecasting support
- Climate variability studies over ocean regions
- Tropical cyclone intensity monitoring
- Ocean heat content estimation
- Maritime operations planning based on ocean conditions
- Climate model validation for marine environments
| atmospheric water vapor, atmospheric winds, clouds, precipitation, weather events |
RSS SSMIS OCEAN PRODUCT GRIDS MONTHLY AVERAGE FROM DMSP F17 NETCDF V7 | - Long-term ocean climate monitoring
- Seasonal ocean pattern analysis
- Climate model validation and improvement
- Marine ecosystem research support
- Ocean circulation studies
- Sea surface temperature anomaly detection
- Global climate teleconnection research
- Seasonal forecasting model initialization
| atmospheric water vapor, atmospheric winds, clouds, precipitation |
STAQS JSC GV GEOstationary Coastal and Air Pollution Events (GEO-CAPE) Airborne Simulator Data | - Simulation and validation of future GEO-CAPE satellite observations
- High-resolution mapping of coastal pollution events and dynamics
- Air quality assessment in urban and industrial corridors
- Study of trace gas distributions and their diurnal variations
- Investigation of pollution transport and atmospheric chemistry processes
- Coastal ecosystem monitoring and water quality assessment
- Development of retrieval algorithms for future satellite missions
- Integration with atmospheric models for improved pollution forecasting
| atmospheric chemistry |
TEMPO gridded formaldehyde total column V03 (PROVISIONAL) | - Tracking of volatile organic compound (VOC) emissions from natural and anthropogenic sources
- Monitoring of photochemical pollution episodes in urban areas
- Identification of biogenic emissions from vegetation during growing seasons
- Assessment of industrial emissions and their spatial distribution
- Study of wildfire smoke plume chemistry and composition
- Investigation of formaldehyde as an ozone precursor in pollution events
- Evaluation of diurnal patterns in atmospheric chemistry processes
- Support for public health research on respiratory irritant exposure
| aerosols, atmospheric chemistry |
TEMPO gridded NO2 tropospheric and stratospheric columns V03 (PROVISIONAL) | - High-temporal resolution monitoring of urban and industrial NO2 pollution
- Traffic emission pattern analysis throughout the day across North America
- Assessment of emission control policy effectiveness in near real-time
- Identification of point source pollution from power plants and industrial facilities
- Study of NO2 transport and chemical transformation processes
- Investigation of weekend/weekday emission pattern differences
- Monitoring of stratospheric NO2 variations and their influences on tropospheric chemistry
- Integration with air quality forecasting models for improved predictions
| air quality, atmospheric chemistry |
TEMPO NO2 tropospheric and stratospheric columns V03 (PROVISIONAL) | - Hourly monitoring of nitrogen dioxide pollution across North America
- Detailed mapping of traffic emission patterns in urban centers
- Tracking of power plant and industrial facility emissions at unprecedented temporal resolution
- Observation of NO2 plume transport and dispersion processes throughout the day
- Separation of tropospheric pollution from stratospheric NO2 influences
- Study of diurnal chemical transformation processes affecting NO2 concentrations
- Near real-time air quality assessment for public health applications
- Evaluation of emission control strategies and their immediate impacts
| air quality, atmospheric chemistry |
TEMPO ozone total column V03 (PROVISIONAL) | - High-temporal resolution monitoring of total ozone column across North America
- Detection of stratospheric ozone intrusions affecting air quality
- Tracking of diurnal patterns in tropospheric ozone formation and destruction
- Assessment of photochemical pollution episodes in urban environments
- Study of ozone transport across political and geographic boundaries
- Monitoring of seasonal variations in both stratospheric and tropospheric ozone
- Support for public health warnings during high-ozone events
- Validation and improvement of air quality forecasting models
| air quality, atmospheric chemistry |
VIIRS/NOAA20 Cloud Mask and Spectral Test Results 6-Min L2 Swath 750m | - Weather forecasting support
- Clear-sky determination for surface observations
- Cloud detection for aviation operations
- Sea surface temperature retrieval preprocessing
- Land surface temperature quality filtering
- Cloud climatology studies
- Satellite product quality control
- Radiation budget analysis input
| aerosols, atmospheric radiation, clouds, weather events |
VIIRS/Suomi-NPP Cloud Mask 6-Min Swath 750 m | - Clear/cloudy pixel identification
- Cloud fraction estimation
- Preprocessing for surface observation products
- Weather pattern analysis
- Flight planning support
- Satellite image compositing
- Cloud climatology development
- Radiative transfer modeling input
| clouds, weather events |
Quality Controlled Lightning Imaging Sensor (LIS) on International Space Station (ISS) Science Data V2 | - Mid-latitude lightning activity monitoring
- Diurnal cycle research of thunderstorm activity
- Severe weather nowcasting improvement
- Validation of ground-based lightning detection networks
- Atmospheric chemistry studies related to lightning NOx production
- Climate model thunderstorm parameterization improvement
- Global lightning mapping with extended coverage
- Lightning safety research and applications
| atmospheric electricity, weather events |