Display the results. Global Land Data Assimilation System (GLDAS) ingests satellite and ground-based observational data products. Along with the fire mask, an associated quality information layer is also provided. It expresses the logic that a higher variety of topo-climate niches should support higher diversity (especially plant) and support species persistence given climatic ... CHILI is a surrogate for effects of insolation and topographic shading on evapotranspiration represented by calculating insolation at early afternoon, sun altitude equivalent to equinox. The Integrated Multi-satellitE Retrievals for GPM (IMERG) is the unified algorithm that provides rainfall estimates combining data from all passive-microwave instruments in the GPM ... GRACE Tellus Monthly Mass Grids provides monthly gravitational anomalies relative to a 2004-2010 time-mean baseline. Landsat 8 Collection 1 Tier 2 TIRS DN values, representing scaled, calibrated at-sensor radiance. The global 25m PALSAR/PALSAR-2 mosaic is a seamless global SAR image created by mosaicking strips of SAR imagery from PALSAR/PALSAR-2. In the troposphere, it acts as an efficient cleansing agent, but ... OFFL/L3_O3_TCL This dataset provides offline tropospheric high-resolution imagery of ozone concentrations between 20N and 20S. -1.0 to 1.0. Since 2011, the Bureau of Land Management (BLM) has collected field information to inform land health through its Assessment Inventory and Monitoring (AIM) strategy. Reference evapotranspiration (RET) is defined as the evapotranspiration from a hypothetical reference crop and it simulates the behaviour of a well-watered grass surface. Algorithm 3B43 is executed once per calendar month to produce the single, ... BigEarthNet is a new large-scale Sentinel-2 benchmark archive, consisting of 590,326 Sentinel-2 image patches. The CORINE (coordination of information on the environment) Land Cover (CLC) inventory was initiated in 1985 to standardize data collection on land in Europe to support environmental policy development. It is based on the 30m SRTM DEM (available in EE as USGS/SRTMGL1_003). The Lithology dataset provides classes of the general types of parent material of soil on the surface. data or vector data for private use or sharing in your scripts. Sulphur dioxide (SO2) enters the Earth’s atmosphere through both natural and anthropogenic processes. removed. In Louisiana, these divisions are known as "parishes". Landsat scenes with the highest available data quality are placed into Tier 1 and are considered suitable for time-series processing analysis. The subset of HYCOM data hosted in EE contains the variables salinity, temperature, velocity, and elevation. GEE combines a multi-petabyte catalog of satellite imagery and geospatial datasets with planetary-scale analysis capabilities and makes it available for scientists, researchers, and developers to detect changes, map trends, and quantify differences on the Earth’s surface. This system is ... Proba-V is a satellite mission tasked to map land cover and vegetation growth. These are adjusted using a bidirectional reflectance distribution function to model the values as if they were collected from a nadir view. Relative to the version 1.0 product our method has been modified in numerous ways, and the new update should be seen as part of a transition to a future version 2.0 that is more consistent over the entire 2000-onward period. The Smoothed Digital Elevation Model (DEM-S) was derived from the SRTM data acquired by NASA in February 2000. This dataset contains the 2010 census blocks, roughly equivalent to a city block. Landsat 5 TM Collection 1 Tier 2 DN values, representing scaled, calibrated at-sensor radiance. The MOD17A3HGF V6 product provides information about annual Net Primary Productivity (NPP) at 500m pixel resolution. The AHN DEM is a 0.5m DEM covering the Netherlands. Along with the fire mask, an associated quality information layer is also provided. The ALH is very sensitive to cloud contamination. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do not ... Landsat 8 Collection 1 Tier 2 calibrated top-of-atmosphere (TOA) reflectance. The Canadian Digital Elevation Model (CDEM) is part of Natural Resources Canada's (NRCan) altimetry system and stems from the existing Canadian Digital Elevation Data (CDED). Near-IR band and a second IR band, ≈1.24μm when available and the This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... Landsat 8 Collection 1 Tier 1 OLI DN values, representing scaled, calibrated at-sensor radiance. Reanalysis combines model data with ... Hyperion is a high resolution hyperspectral imager producing 220 unique spectral channels ranging from 0.357 to 2.576 micrometers with a 10-nm bandwidth. A newer version JAXA/GCOM-C/L3/LAND/LST/V2 is also available for this dataset which uses this algorithm for processing. Soil organic carbon content in x 5 g / kg at 6 standard depths (0, 10, 30, 60, 100 and 200 cm) at 250 m resolution Predicted from a global compilation of soil points. They enter the atmosphere as a result of anthropogenic activities (notably fossil fuel ... NRTI/L3_O3 This dataset provides near-real-time high-resolution imagery of total column ozone concentrations. Atlantic basin 1851-2018. The NOAA Climate Data Record (CDR) of AVHRR Normalized Difference Vegetation Index (NDVI) contains gridded daily NDVI derived from the NOAA AVHRR Surface Reflectance product. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. We found that Terra-i and GLAD were more frequently used. The NASA-USDA Enhanced SMAP Global soil moisture data provides soil moisture information across the globe at 10-km spatial resolution. Uploading SoilsGrids data to Google Earth Engine is a significant milestone for the project because it expands access for data users. This includes Systematic terrain (L1GT) and Systematic (L1GS) processed scenes, as well as any L1TP scenes that do ... Landsat 4 MSS Collection 1 Tier 1 DN values, representing scaled, calibrated at-sensor radiance. View the stylized map at http://ecoregions2017.appspot.com/ or in Earth Engine. This product is the temperature of sea surface. The PRISM daily and monthly datasets are gridded climate datasets for the conterminous United States, produced by the PRISM Climate Group at Oregon State University. It is derived from selected meteorological station data and various supporting data sources. Carbon monoxide (CO) is an important atmospheric trace gas for understanding tropospheric chemistry. Impervious pixels are defined as above 50% impervious. Ask questions using the google-earth-engine tag, Sign up for the Google Developers newsletter. It shows LCMS-modeled change, land cover, and/or land use classes for each year. (2009) for details on the TOA computation. The Landsat Gross Primary Production (GPP) CONUS dataset estimates GPP using Landsat Surface Reflectance for CONUS. These composites are created from all the scenes in each 8-day/32-day/1 year period beginning from the first day of the year and continuing to the 360th day of the year. This product is the sum of the one-sided green leaf area per unit ground area. The Global Administrative Unit Layers (GAUL) compiles and disseminates the best available information on administrative units for all the countries in the world, providing a contribution to the standardization of the spatial dataset representing administrative units. These bands support the characterization of clouds, vegetation, snow/ice, and aerosols. The algorithm chooses the "best" pixel available from all the acquisitions of the Terra sensor from within the 8-day period. The MOD11A2 V6 product provides an average 8-day land surface temperature (LST) in a 1200 x 1200 kilometer grid. However, aerosols and clouds can be difficult to distinguish, and ALH is computed for all FRESCO effective ... NRTI/L3_CLOUD This dataset provides near real-time high-resolution imagery of cloud parameters. The Reference Elevation Model of Antarctica (REMA) is a high resolution, time-stamped Digital Surface Model (DSM) of Antarctica at 2-meter and 8-meter spatial resolutions. Potential Natural Vegetation (PNV) is the vegetation cover in equilibrium with climate that would exist at a given location non-impacted by human activities. Useful government datasets are now available in Google Earth Engine . PERSIANN-CDR is a daily quasi-global precipitation product that spans the period from 1983-01-01 to present. The mTPI distinguishes ridge from valley forms. For this purpose, over 2,500 Sentinel-1 and over 11,000 Sentinel-2 images were processed to produce a single mosaic dataset for the year 2017. The last composite of the year, beginning on day 361, will overlap the first composite of the following year by 3 days. It is based on the 30m "AVE" band of JAXA's ALOS DEM (available in EE as JAXA/ALOS/AW3D30_V1_1). The AHN DEM is a 0.5m DEM covering the Netherlands. The value of each pixel represents the average ... Net primary production (NPP) is a fundamental characteristic of an ecosystem, expressing the conversion of carbon dioxide into biomass driven by photosynthesis. This is an ongoing dataset with a latency of 3-4 days, with only 2020 data currently available. This collection contains global nighttime lights images with no sensor saturation. The MCD64A1 burned-area mapping approach employs 500m MODIS Surface Reflectance imagery coupled with 1km MODIS active fire observations. The MODIS Fire_cci Burned Area pixel product version 5.1 (FireCCI51) is a monthly global ~250m spatial resolution dataset containing information on burned area as well as ancillary data. It was calculated using the Shannon diversity index at multiple-scales (km): 115.8, 89.9, 35.5, 13.1, 5.6, 2.8, and 1.2. Create functions for parse data (TFRecord -> tf.data.Dataset; Decode the bytes into an image format). (2014) to eliminate missing data caused by factors such as cloud cover. Scenes not meeting Tier 1 criteria during processing are assigned to Tier 2. For example, a watershed with some properties such as name, area, is a feature. Landsat, a joint program of the USGS and NASA, has been observing the Alaska ... PAD-US is America's official national inventory of U.S. terrestrial and marine protected areas that are dedicated to the preservation of biological diversity and to other natural, recreation and cultural uses, managed for these purposes through legal or other effective means. The AAI is based on wavelength-dependent changes in Rayleigh scattering in the UV spectral range for a pair of wavelengths. Google Earth Engine Datasets (this package was a module in geetools until vesion 0.5.Now it is a package by itself but still depends on geetools). Calibration coefficients are extracted from the image metadata. The difference between observed and ... OFFL/L3_AER_LH This dataset provides offline high-resolution imagery of the UV Aerosol Index (UVAI), also called the Absorbing Layer Height (ALH). It contains ground level samples with all other items above ground (such as buildings, bridges, trees etc.) The Tropical Rainfall Measuring Mission (TRMM) is a joint mission between NASA and the Japan Aerospace Exploration Agency (JAXA) designed to monitor and study tropical rainfall. In certain urban areas, it is a major atmospheric pollutant. See Chander et al. Processing steps are described in detail here . Reanalysis combines model data with observations from across the world into a globally complete and consistent dataset. The S2 cloud probability is created with the sentinel2-cloud-detector library (using LightGBM). The MYD14A2 V6 dataset provides 8-day fire mask composites at 1km resolution. The MYD11A1 V6 product provides daily land surface temperature (LST) and emissivity values in a 1200 x 1200 kilometer grid. This product is part of the Landscape Change Monitoring System (LCMS) data suite. Tier 1 includes Level-1 Precision Terrain (L1TP) processed ... Landsat 8 Collection 1 Tier 1 and Real-Time data calibrated top-of-atmosphere (TOA) reflectance. (2009) for details on the TOA computation. The dataset was constructed by combining the most reliable publicly available datasets and overlaying them with the ESA CCI landcover map for the year 2010 (ESA, ... A national-level map of above-ground live woody biomass density for tropical countries at 500m.
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