Global soil data download

Global Soil Regions Map. Download a high quality version (.jpg format, Letter-size, 600dpi, 6.7 MB) About the Map: The Global Soil Regions map is based on a reclassification of the FAO-UNESCO Soil Map of the World combined with a soil climate map. The soil map shows the distribution of the 12 soil orders according to Soil Taxonomy A Global Soil Data Set for Earth System Modeling. Journal of Advances in Modeling Earth Systems, 6: 249-263. Data download. The dataset in binary and NetCDF format can be downloaded in the following table. There are for 11 types of soil general information for soil profiles and 34 soil properties for 8 depths The Harmonized World Soil Database is a 30 arc-second raster database with over 15 000 different soil mapping units that combines existing regional and national updates of soil information worldwide (SOTER, ESD, Soil Map of China, WISE) with the information contained within the 1:5 000 000 scale FAO-UNESCO Soil Map of the World (FAO, 1971-1981) Updated Global Weather Data. Please contact pdaggupa@uoguelph.ca for further queries and information. Global Weather Data. Climate Forecast System Reanalysis (CFSR) data from 1979-2014. ArcSWAT 2012 Global Weather Database. Contains monthly weather data covering the entire globe that can be used with ArcSWAT. Please read the import instructions.

Global Soil Regions Map NRCS Soil

  1. How to download global SOC and clay soil datasets? Ask Question Asked 1 year, 7 months ago. Active 1 year, 7 months ago. Viewed 129 times How can I download SOILGRIDS v2 data through WCS in EPSG:4326, keeping (as close as possible) to the native 250m resolution? 0
  2. Soil texture used in GLDAS2/Noah. GLDAS2/Noah Soil Texture Data (NetCDF): 0.25 degree, 1 degree GLDAS Fractions of Clay, Sand, & Silt. The basic soils information used in GLDAS was derived from the global soils dataset of Reynolds, Jackson, and Rawls [WRR2000]
  3. Gridded Soil Survey. Soil survey in raster format. Hydric Soils. Find the most current information about hydric soils, including criteria, lists, and links to technical references and procedures. Laboratory Data. Allows you to generate, print, and download reports containing soil characterization data from the Kellogg Soil Survey Laboratory
  4. SoilGrids TM (hereafter SoilGrids) is a system for global digital soil mapping that uses state-of-the-art machine learning methods to map the spatial distribution of soil properties across the globe. SoilGrids prediction models are fitted using over 230 000 soil profile observations from the WoSIS database and a series of environmental covariates. . Covariates were selected from a pool of over.

Global Soil Information System (GLOSIS) aims to develop a spatial data infrastructure that brings together soil information collected by national institutions. Soil information are needed to answer critical questions at the global scale, to provide the global context for more local decisions, and supply fundamental soil data for understanding. Data Download Applications. The map and data products are searchable through the Download Application (Training Video Lessons 4a-d) and the Mobile Application. Historical maps can also be explored in detail and downloaded via the TopoView Application (Training Video Lesson 9b)

download: 135.4MB * Global Soil Data Products CD-ROM Contents (IGBP-DIS) 2014-08-08: user guide: download: 8.9MB * A Global Database of Soil Phosphorus Compiled from Studies Using Hedley Fractionation: 2014-07-18: user guide: download: 736.9KB * Global Gridded Soil Phosphorus Distribution Maps at 0.5-degree Resolution: 2014-06-04: user guide. Soil Organic Carbon Content. European Data; EIONET Data Collection 2010; Agricultural SOC Stocks; Topsoil Soil Organic Carbon (LUCAS) Soil climate regulation; Global Data - Other initiatives; Wind Erosion. Wind erosion in European agricultural soils - RWEQ; Land susceptibility to wind erosion; Wind erosion susceptibility of soils; Agriculture.

The Global Soil Dataset for Earth System Modelin

Harmonized world soil database v1

Level 3 products are daily global composites of the Level 2 geophysical retrievals for an entire UTC day. Level 4 products contain output from geophysical models utilizing SMAP data. There are five, L2 soil moisture products resulting from the radar and radiometer data streams Harmonized World Soil Database (HWSD v 1.21) HWSD is a global soil database framed within a Geographic Information System (GIS) and contains up-to-date information on world soil resources. This state-of-the-art database was established in July 2008 by IIASA and FAO in partnership with: ISRIC-World Soil Information which, together with the FAO. The Global Land Evaporation Amsterdam Model (GLEAM) is a set of algorithms that separately estimate the different components of land evaporation (often referred to as 'evapotranspiration'): transpiration, bare-soil evaporation, interception loss, open-water evaporation and sublimation.Additionally, GLEAM provides surface and root-zone soil moisture, potential evaporation and evaporative.

Global Data SWAT Soil & Water Assessment Too

In rspatial/geodata: Download Geographic Data. Description Usage Arguments Details Value References See Also Examples. Description. Download global soils data. The data are derived from the SoilGRIDS database. The data were aggregated and transformed to a longitude/latitude coordinate reference system with 30-second spatial resolution The NASA-USDA Global soil moisture data provides soil moisture information across the globe at 0.25 ° x0.25 ° spatial resolution. These data sets include: surface and subsurface soil moisture (mm), soil moisture profile (%), surface and subsurface soil moisture anomalies (-)

data - How to download global SOC and clay soil datasets

  1. ute by five-arc-
  2. SoilGrids provides global predictions for standard numeric soil properties (organic carbon, bulk density, Cation Exchange Capacity (CEC), pH, soil texture fractions and coarse fragments) at seven standard depths (0, 5, 15, 30, 60, 100 and 200 cm), in addition to predictions of depth to bedrock and distribution of soil classes based on the World.
  3. MODIS MCD12Q1 V6 (Land Cover Type) - data at yearly intervals 2001-2018. MODIS MCD12Q2 V6 (Land Cover Dynamics) - data at yearly intervals 2001-2017. Learn more: Global Ecosystems; Global Climate Data (NOAA) NOAAView Global Data (NOAA) Map of Worldwide Croplands (USGS news release) Global Soil Regions map and data (USDA NRCS) EARTHDATA (NASA
  4. Nearly four decades of soil moisture data now available. 03/11/2017 18806 views 74 likes. ESA / Applications / Observing the Earth / Space for our climate. A new, long-term and global dataset of soil moisture measurements from space has been released to help us better understand the water cycle and climate, monitor agriculture and manage our.
  5. The ISRIC-WISE International soil profile data set consists of a homogenized, global set of 1,125 soil profiles for use by global modelers. These profiles provided the basis for the Global Pedon Database (GPDB) of the International Geosphere-Biosphere Programme (IGBP) - Data and Information System (DIS)
  6. I would like to use python to download a selection of layers from SoilGrids (global extent) for use in ecological modelling. I would like them to be geotiffs, so using gdal translate during download would be ideal
  7. The Global Soil Erosion map (GeoTIFF format) at 25km resolution is available for free download in the European Soil Data Centre (ESDAC). This is based on the Verion 1.1 of the JRC/ UniBasel RUSLE-based Global Soil Erosion Modelling platform (GloSEM) .The native resolution is ca. 250m and we provide an example of those data (at the equator.

GLDAS Soil Land Surface LDA

  1. Global Soil Organic Carbon Density in kg Carbon/m2 to 1 meter depth. Download. Soil organic carbon is a general term for the total of all the different non-living organic compounds in the soil, it also excludes dead plants and animals. The organic carbon in the soil is used by plants for nourishment as they grow, and the plants themselves.
  2. GSOCmap is the first global soil organic carbon map ever produced through a consultative and participatory process involving member countries, which makes this map totally new and unique. In fact, the map was prepared by member countries, under the guidance of the Intergovernmental Technical Panel on Soils and the Global Soil Partnership.
  3. Global gridded population database: Grid: 30 seconds: Climate: Monthly climate data: WorldClim: Grid: 30 seconds: Gazetteer: A gazetteer is a list of place names and their coordinates. The files you can download here are for use in DIVA for automatic georeferencing (to assign coordinates to places). The files should be placed in the \gazet.
  4. A global spatial soil information layer is available via www.soilgrids.org and has been published by Tomislav Hengl and colleagues in PLOSone.The information is derived through the combination of soil profiles remote sensing-based covariates primarily MODIS and DEM data. from the about: SoilGrids is a system for automated soil mapping based on global soil profile and environmental covariate data
  5. A global monthly SST analysis from 1854 to the present derived from ICOADS data with missing data filled in by statistical methods. Gridded daily 1x1 OLR CDR data from NCDC interpolated to -90 to 90. NOAA High-resolution Blended Analysis of Daily SST and Ice. Data is from Sep 1981 and is on a 1/4 deg global grid

Our data on soil moisture, temperature and vegetation (Vegetation Optical Depth and biomass) are retrieved by VanderSat from a constellation of NASA, ESA and JAXA satellites.An important property of microwave data is its insensitivity to cloud cover, enabling the provision of daily global data coverage If you want a simple download, click on the Releases tab above.There's also a version on the ORNL DAAC.. srdb. Global soil respiration database. Last data update: 21 June 2021. About srdb. This project is not code.Rather, it's a database of published studies about soil surface CO2 flux (soil respiration) in the field, intended to serve as a resource for scientific analysis The Global FAO/UNESCO Soil Map of the World and associated SWAT data files (Lookup Table and SWAT2012.mdb) 53 are deposited at Pangaea and www.2w2e.com sites. There are 4,931 soil records in this. Free Global Soil Grids at 1km resolution. Post author. By Simon. Post categories. In Data. Web interface to download the data. I would like to introduce you the newly global coverage of soils grid at 1km ground resolution (online since August 29th 2014). The dataset is funded and provided by ISRIC. Web interface to download the data

Soil Data and Maps NRCS Soil

SoilGrids — global gridded soil information ISRI

TimeLine. 9. GSSmap Global Soil Salinity Map. 10. Pillar 4 - GSSmap • Pragmatic and Simplified Approach for Global Assessment • EC will be the main indicator for Soil Salinity Digital Soil Mapping • Ground data + Predictors including relevant indices from RS Data • Depth (Top Soil - Subsoil) • 0-30 , 30- 100cm • GSSmap will trigger. The S-World methodology combines the recently developed innovation in digital soil mapping with intensive use of soil legacy and auxiliary data. The model generates global soil data as it is required for a wide range of global environmental studies like the applications of the IMAGE model (Stehfest et al., 2014)

Download Global Data U.S. Data U.S. GIS Data: About Us Our Mission Who We Are Contact Us CPC Information CPC Web Team : HOME > Soil Moisture Monitoring: Land Surface Monitoring and Prediction CPC Leaky Bucket Model. The objective of this webpage is to provide support for the National Integrated Drought Information System (NIDIS) HOME > Land Surface Monitoring and Prediction > Global Monitoring (Soil Moisture) Monthly Global Soil Moisture (mm) Move cursor over date link or click link to display the graphic Homogenization of Structural Breaks in the Global ESA CCI Soil Moisture Multisatellite Climate Data Record, in IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 4, pp. 2845-2862, April 2021, doi: 10.1109/TGRS.2020.3012896

Soil information and data Global Soil Partnership Food

A new version of the Global Aridity and PET Database is available here!. Updated Jan 2019 Description. The Global Potential Evapo-Transpiration (Global-PET) and Global Aridity Index (Global-Aridity) dataset provide high-resolution global raster climate data related to evapotranspiration processes and rainfall deficit for potential vegetative growth.. The NASA-USDA Enhanced SMAP Global soil moisture data provides soil moisture information across the globe at 10-km spatial resolution. This dataset includes: surface and subsurface soil moisture (mm), soil moisture profile (%), surface and subsurface soil moisture anomalies (-). The dataset is generated by integrating satellite-derived Soil Moisture Active Passive. This latest release extends the dataset for 2 years, providing global soil moisture data up to 30-06-2018. It is otherwise similar to the previous version v04.2, merging all active and passive L2 products directly to generate the COMBINED product (previously, this was created from the ACTIVE and PASSIVE products)

Raw SMAP data have a 36-kilometer (roughly 20-mile) spatial resolution, meaning each data footprint is about the size of a county. The team also developed a data analysis method to estimate a higher-resolution soil moisture product using SMAP and land surface data, giving users information at 1-kilometer (0.62-mile) resolution High-resolution global soil moisture map from SMAP's combined radar and radiometer instruments, acquired between May 4 and May 11, 2015 during SMAP's commissioning phase. The map has a resolution of 5.6 miles (9 kilometers). The data gap is due to turning the instruments on and off during testing The resulting data product - GCN250 - represents runoff for a combination of the European space agency global land cover dataset for 2015 (ESA CCI-LC) resampled to 250 m and geo-registered. SoilGrids is a system for global digital soil mapping that makes use of global soil profile information and covariate data to model the spatial distribution of soil properties across the globe. SoilGrids is a collections of soil property maps for the world produced using machine learning at 250 m resolution

GIS Data Download - USG

Quality Controlled Datasets. Selected subsets of monthly, daily, hourly and sub-hourly (5-minute) USCRN/USRCRN data are available as text files for easy access by users ranging from the general public to science experts. When using these data, please cite Diamond et. al. (2013) and for soil observations, also cite Bell et. al. (2013) This link allows direct data access via Earthdata . Source: Global Organic Soil Carbon and Nitrogen (Zinke et al.) Resources. Google Scholar search results; Download this dataset; View documentation... This dataset's landing pag The amount of water held in global soils makes up only about 0.001% of the total water found on Earth. It is crucial for plant growth, but is also linked to our weather and climate. This is because soil moisture is a key variable controlling the exchange of water and energy between the land and the atmosphere: dry soil emits little or no. NASA's Soil Moisture Active Passive mission (SMAP) now is scheduled to launch from Space Launch Complex 2 at Vandenberg Air Force Base, California at 6:20 a.m. PST (9:20 a.m. EST) Saturday, Jan. 31, on a United Launch Alliance Delta II rocket. NASA Television coverage of the launch will begin at 4 a.m. PST (7 a.m. EST)

Soil Map Serbia - pedoloska karta jugoslavije - ESDAC

Soil - ORNL DAAC for Biogeochemical Dynamic

Water | Free Full-Text | Soil Moisture Retrieval Based on

Data from the first NASA satellite mission dedicated to measuring the water content of soils is now being used operationally by the U.S. Department of Agriculture to monitor global croplands and make commodity forecasts. The Soil Moisture Active Passive mission, or SMAP, launched in 2015 and has helped map the amount of water in soils worldwide SMAP L4 Global 3-hourly 9 km EASE-Grid Surface and Root Zone Soil Moisture Analysis Update V005. SMAP Level-4 (L4) surface and root zone soil moisture data are provided in three products: * SMAP L4 Global 3-hourly 9 km EASE-Grid Surface and Root Zone Soil Moisture Geophysical Data (SPL4SMGP, DOI: 10.5067/9LNYIYOBNBR5) * SMAP L4 Global 3-hourly.

Global Data - ESDAC - European Commissio

This project is part of NASA/EOS project to estimate global terrestrial evapotranspiration from earth land surface by using satellite remote sensing data. MOD16 global evapotranspiration product can be used to calculate regional water and energy balance, soil water status; hence, it provides key information for water resource management Test data and sample information can also be exported to a spreadsheet application or converted into a PDF document. Consolidation Data Acquisition Software requires an HM-418 two-channel or HM-419 four-channel Digital Readout Boxes equipped with Displacement Transducer(s) A standardized global data set of soil horizon thicknesses and textures (particle size distributions) has been compiled from the FAO/UNESCO Soil Map of the World, Vols. 2-10 (1971-81). This data set will be used by the improved ground hydrology parameterization (Abramopoulos e This file contains soil data for 3 depths (0-0.5 meters, 0.5-1.5 meters, and greater than 1.5 meters) for percent sand, clay, and rockiness for the entire globe at a half degree grid resolution. A single bulk density value and mineral depth are also provided for each gridcell

Soils map of Nigeria

Global Biogeochem. Cycles 1, 61-86. Zobler, L. 1986. A world soil file for global climate modeling. NASA TM-87802. National Aeronautics and Space Administration. Washington, D.C. Contacts. Please address any questions you may have regarding these data to Elaine Matthews Soil data products are designed for use by landowners, townships, and county natural resource management agencies. The following examples can be queried from the database: available water capacity, soil reaction, electrical conductivity, and flooding; building site development and engineering uses; cropland, woodland, rangeland, pastureland, and wildlife; and recreational development

Create your account to download data and software. The MODIS-NASA actual evapotranspiration data is used for SWAT calibration. Download. The Global Historical Climate is CRU database with SWAT format for 1970-2006. Download. Global Soil FAO-UNESCO. The Global Soil FAO map has 4861 soil types with SWAT format. Download. Global Soil HWSD. Derived available soil water capacity (volumetric fraction) until wilting point at 7 standard depths predicted using the global compilation of soil ground observations. Accuracy assessement of the maps is availble in Hengl et at. (2017) DOI: 10.1371/journal.pone.0169748. Data provided as GeoTIFFs with internal compression (co='COMPRESS=DEFLATE') The European Soil Data Centre (ESDAC) contains currently many soil data and information; most of the offered data are at European scale, while, when possible, links to national or global datasets are provided. Datasets are organized in some broad categories. A first category contains the European Soil Database (ESDB), datasets that have been derived with the help of the ESDB and general. B. Bond-Lamberty and A. T: A global database of soil respiration data 1917 all studies acquired, examined, entered or rejected, etc., and a data file, holding the acquired RS data. An index num-ber is used to map entries between the two files. The pri MOD16 global evapotranspiration product can be used to calculate regional water and energy balance, soil water status; hence, it provides key information for water resource management. With long-term ET data, the effects of changes in climate, land use, and ecosystems disturbances (e.g. wildfires and insect outbreaks) on regional water.

Soil Climate Analysis Network (SCAN) Data & Products. Website Update Notice. Use the interactive map for data retrieval. You can zoom to your area of interest and bookmark the url to save your settings. Open the Map Map Help: Data Reports. Daily SCAN Standard Report - Last 7 Day The International Soil Moisture Network is a combined effort of the Global Energy and Water Exchanges Project (), the Committee on Earth Observation Satellites (), the Global Climate Observing System - Terrestrial Observation Panel for Climate (), the Group of Earth Observation (), and the Global Terrestrial Network on Hydrology ().The International Soil Moisture Network has been made possible. The U.S. Department of Energy's Office of Scientific and Technical Informatio National Weather Service Data Download in GIS Format. Weather.gov > GIS > National Weather Service Data Download in GIS Format. Web Services. Data Download. AWIPS Basemaps. Metadata Page. Shapefiles are an open published de-facto industry and government standard GIS format viewable by many, commercial and Open Source GIS Desktop and sever.

Global Soil Texture and Derived Water-Holding Capacities

The Soil Moisture and Ocean Salinity (SMOS) mission, launched on 2 November 2009, is one of the European Space Agency's Earth Explorer missions, which form the science and research element of the Living Planet Programme. It is the first mission to provide, from microwave L-band measurements, global observations of variability in soil moisture. Data Extended Description: A global depth to bedrock (DTB) dataset was developedfor use in Earth System Models and other applications as well (Shangguan et al. 2017). It provides three variables, the absolute DTB in cm, the censored DTB in cm within 0¨C200 cm (here values equal to 200 cm indicate ¡°deep as or deeper than¡±), and the. The Global Land Ice Measurements from Space (GLIMS) Initiative has repeatedly surveyed the world's estimated 200,000 glaciers. GLIMS uses data collected by the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) instrument aboard the Terra satellite and the Landsat series of satellites, along with historical observations The NASA-USDA Enhanced SMAP Global soil moisture data provides soil moisture information across the globe at 10-km spatial resolution. This data set includes: surface and subsurface soil moisture (mm), soil moisture profile (%), surface and subsurface soil moisture anomalies (-).The data set is generated by integrating satellite-derived Soil. The offline LSM approach, pioneered by the Global Soil Wetness Project (Dirmeyer et al. 1999, 2006), is extensively used in LDAS (Land Data Assimilation System) products, even though they historically have not included assimilation or actual data

The L1C_TB data products are resampled TB data on a 36-km Earth grid and will have spatial resolution ~10% greater than the L1B_TB data (depending on the resampling method). SMAP science-data products will be generated on the Science-Data System production system using science software developed on the SDS Testbed The program could be used to perform calibration, validation, sensitivity analysis (one-at-a-time, and global) and uncertainty analysis. The program links SUFI2, GLUE, ParaSol, MCMC, and PSO to SWAT. Any of the procedures could be used to perform calibration and uncertainty analysis of a SWAT model. SWAT-CUP also has graphical modules to. Using ENVISAT ASAR Global Mode Data for Surface Soil Moisture Retrieval Over Oklahoma, USA Carsten Pathe, Wolfgang Wagner, Senior Member, IEEE, Daniel Sabel, Marcela Doubkova, and Jeffrey B. Basara Abstract—The advanced synthetic aperture radar (ASAR) on-board of the satellite ENVISAT can be operated in global moni-toring (GM) mode

The Soil Moisture Operational Products System (SMOPS) combines soil moisture retrievals from multi-satellites/sensors to provide a global soil moisture map with more spatial and temporal coverage. More recently, the SMOPS has been updated to retrieve soil moisture with near-real time SMAP data and also include the soil moisture retrievals from. tion and soil temperature) are stored in the database. These will assist the user in correctly interpreting the soil moisture data. The database is queried through a graphical user in-terface while output of data selected for download is pro-vided according to common standards for data and metadata. Correspondence to: W. A. Dorigo (wd@ipf. The Global Change Master Directory is a comprehensive directory of information about Earth science data, including the oceans, atmosphere, hydrosphere, solid earth, biosphere and human dimensions of global change. FGDC Clearinghouse Node (NASA) 1322 S. Hashimoto et al.: Data-mining analysis of the global distribution of soil carbon the land carbon sink in ESM simulations (Friedlingstein et al., 2014). Observational global soil databases are often used as benchmarks to examine whether ESMs successfully describe the global distribution of soil carbon stocks (Anav et al. SMAP Data. The following table lists the SMAP science data products and related data. The Level 1 products contain raw or calibrated and geolocated instrument measurements from the SMAP Radar and Radiometer; all Level 1 products have a temporal resolution of 49 minutes, the length of time required for the SMAP satellite to complete a half orbit.

Northern Asia. Southern Asia. Query. Area: Small Medium Large. Longitude Latitude: Products: Flood Nowcast Landslide Catalog 1day Accumulated Rainfall 30mn Accumulated Rainfall 3day Accumulated Rainfall 3hr Accumulated Rainfall 7day Accumulated Rainfall. Start Time: End Time: Sources: gfms gpm SPL3SMP: SMAP L3 Radiometer Global Daily 36 km EASE-Grid Soil Moisture; Additional products will we added when need arises, feel free to open an issue to add a new data product or even better a pull request. Contribute. We are happy if you want to contribute. Please raise an issue explaining what is missing or if you find a bug

Global surface mass anomalies observed by the GRACE-FO satellites (for the month indicated on the map). Over land, red colors indicate below-average terrestrial water amounts, while blue colors show above-average water amounts (including ice, snow, soil moisture and groundwater underlying data on weather, soil and cropping systems; climate zones and technology extrapolation domains (TEDs). The data serves research, strategic decision making and local-global actions that aim to improve yield and resource use efficiency by public and private sectors. Check out the new Atlas biomass and soil carbon input data sources an d used geographic information systems (GIS) software to calculate new estimates of soil and biomass carbon stocks for use with global economic models, particularly for the Global Trade and Analysis Project (GTAP) Welcome. Welcome to the website for the National Cooperative Soil Survey (NCSS) Soil Characterization Database. This application allows you to generate, print, and download reports containing soil characterization data from the National Soil Survey Center (NSSC) Kellogg Soil Survey Laboratory (KSSL) and cooperating laboratories Characterizing patterns of global land use: an analysis of global croplands data. Global Biogeochemical Cycles 12 (4), 667-685. The data are available in two formats - NetCDF and ArcINFO ASCII - at two resolutions, 0.5 degree and 5 minute. Please contact Navin Ramankutty with any questions

In this tutorial, you will learn how to download Global Soil Data in digital formats (PDF, JPEG as well GIS formats) from the FAO (Food and Agriculture Organization) Soil Data Portal... well with modeled soil moisture in tropical and tem-perate climates. Our ultimate goal is to assimilate satellite soil mois-ture data into a global land model. Here, we take a step in this direction by examining the compatibility of the de Jeu (2003) SMMR soil moisture retrievals with glob-al model soil moisture and ground data where available Climate Data Services (CDS) NASA's Climate Data Services (CDS) provide a central location for publishing and accessing large, complex climate model data to benefit the climate science community as well as the broader public. As NASA weather and climate models simulate our planet on scales from hours to millennia, they produce datasets up to.

The Global Forecast System (GFS) is a National Centers for Environmental Prediction (NCEP) weather forecast model that generates data for dozens of atmospheric and land-soil variables, including temperatures, winds, precipitation, soil moisture, and atmospheric ozone concentration. The system couples four separate models (atmosphere, ocean model, land/soil model, and sea ice) that work.

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