AndreaBozzo/ceres-open-data-index huggingface dataset:
MODIS Aqua Surface Reflectance 8-Day L3 Global 500m

The MODIS Aqua MYD09A1 Version 6.1 product provides atmospherically corrected Surface Reflectance for MODIS Bands 1-7 at 500 m spatial resolution. The data are corrected for atmospheric effects including gases, aerosols, and Rayleigh scattering. The product is generated as an 8-day composite, where for each pixel the best observation is selected from all acquisitions within the compositing period based on criteria such as cloud conditions and solar zenith angle. When multiple observations meet these criteria, the pixel with the lowest value in Band 3 (blue) is selected. The product also includes a quality assurance layer and four observation bands to support data reliability and interpretation.
CLMS VLCC Tree Cover Presence Change Confidence Layer (TCPCCL) Europe 20m 3-yearly V1 (COG)

The High Resolution Tree Cover Presence Change Confidence Layer (TCPCCL) dataset provides a quality support raster product. This dataset is provided in 20 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries, with a 3-yearly update cycle. High Resolution Layer Tree Cover and Forest product is part of the European Union’s Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Tree Cover Density (TCD) Europe 10m yearly V1 (COG)

The High Resolution Layer Tree Cover Density (TCD) dataset provides information on the proportional crown coverage per pixel at 10 meter spatial resolution and ranges from 0% (all non-tree covered areas) to 100%, whereby Tree Cover Density is defined as the "vertical projection of tree crowns to a horizontal earth’s surface\“. This dataset is provided annually starting with 2018 in 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Tree Cover and Forest product is part of the European Union’s Copernicus Land Monitoring Service. Confidence layer available for the dataset. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Tree Cover Density (TCD) Europe 100m yearly V1 (COG)

The High Resolution Layer Tree Cover Density (TCD) dataset provides information on the proportional crown coverage per pixel at 100 meter spatial resolution and ranges from 0% (all non-tree covered areas) to 100%, whereby Tree Cover Density is defined as the "vertical projection of tree crowns to a horizontal earth’s surface\“. This product is an aggregation of its corresponding high resolution dataset. This dataset is provided annually starting with 2018 in 100 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Tree Cover and Forest product is part of the European Union’s Copernicus Land Monitoring Service.
CLMS VLCC Tree Cover Density Confidence Layer (TCDCL) Europe 10m yearly V1 (COG)

The High Resolution Tree Cover Density Confidence Layer (TCDCL dataset provides a quality support raster product. This dataset is provided annually starting with 2018 in 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Tree Cover and Forest product is part of the European Union’s Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Secondary Crops Type (CPSCT) Europe 10m yearly V1 (COG)

The Secondary Crops Type (CPSCT) dataset indicates the presence of an off-season secondary growing season and classifies it into one of four categories based on emergence date and season length: Short Summer (1), Long Summer (2), Short Winter (3), and Long Winter (4). A secondary season is only evaluated if a main season has been detected. A season shorter than 100 days is considered a short variant; otherwise it is a long variant. If the secondary crop emergence occurs before September and after the end of the main season, it is classified as a summer variant; otherwise it is a winter variant. Typically, the secondary season involves planting a cover crop. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Secondary Crops Type product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Secondary Crops Emergence (CPSCE) Europe 10m yearly V1 (COG)

The Secondary Crops Emergence (CPSCE) dataset provides information on the emergence date of the secondary crop growing season for each relevant annual cropland pixel. The date is expressed in YYDOY format, where YY represents the last two digits of the year and DOY represents the day of the year (1–366). The secondary season can occur both preceding and following the main growing season, although preference is given to labelling a secondary season that follows the main season when multiple instances arise. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Secondary Crops Emergence product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Secondary Crops Duration (CPSCD) Europe 10m yearly V1 (COG)

The Secondary Crops Duration (CPSCD) dataset provides information on the length of the secondary crop growing season, expressed in days (range: 40–366). The secondary season layers offer valuable information for assessing policy implementation to prevent soil degradation and for monitoring cropping changes during off-season periods over time at regional and national level. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Secondary Crops Duration product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Secondary Crops Duration Confidence Layer (CPSCDCL) Europe 10m yearly V1 (COG)

The Secondary Crops Duration Confidence Layer (CPSCDCL) is an ancillary dataset accompanying the CPSCD layer. It quantifies the uncertainty of the detected duration of the secondary crop growing season, expressed in days (range: 1–80). The uncertainty is derived from the uncertainty of the satellite time series at the identified emergence and harvest dates of the secondary season. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Secondary Crops Duration Confidence Layer product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Ploughing Indicator (PLOUGH) Europe 10m yearly V1 (COG)

The High Resolution Layer Ploughing Indicator (PLOUGH) dataset continues the 2015 and 2018 PLOUGH Layer following a rolling archive principle by adding current information and removing historic years. It indicates the number of years since the last indication of ploughing within the permanent grassland area. PLOUGH is derived by taking into account the series of binary HER layers, the BVL classifications and HR VPP PPI (Plant Phenology Index) quantiles. BVL classes 4 (crop) and 7 (overlaying layer between herbaceous and crop) indicate a ploughing event. Low HR VPP PPI quantiles indicate low vegetation at a certain time of the year. For years with missing information (2016 and earlier) the ploughing information from the historic PLOUGH product is considered which causes some issues. This dataset is provided annually starting in 2017 with 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union’s Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Main Crop Harvest (CPMCH) Europe 10m yearly V1 (COG)

The Main Crop Harvest (CPMCH) dataset provides information on the harvest date of the main annual crop growing season for each classified annual cropland pixel. Harvest is defined as the moment when all standing biomass is removed from the field. The date is expressed in YYDOY format, where YY represents the last two digits of the year and DOY represents the day of the year (1–366). This layer is only generated for pixels classified as annual cropland; permanent crops and locations without a detectable main season are assigned dedicated quality flags. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Main Crop Harvest product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Main Crop Harvest Confidence Layer (CPMCHCL) Europe 10m yearly V1 (COG)

The Main Crop Harvest Confidence Layer (CPMCHCL) is an ancillary dataset accompanying the CPMCH layer. It quantifies the uncertainty of the detected harvest date of the main annual crop, expressed in days (range: 1–40). The uncertainty is derived from the uncertainty of the satellite time series (fAPAR) at the identified harvest date. This layer is only generated for pixels classified as annual cropland. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Main Crop Harvest Confidence Layer product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Main Crop Emergence (CPMCE) Europe 10m yearly V1 (COG)

The Main Crop Emergence (CPMCE) dataset provides information on the emergence date of the main annual crop growing season for each classified annual cropland pixel. Emergence is defined as the moment when the first leaves of the crop unfold. The date is expressed in YYDOY format, where YY represents the last two digits of the year and DOY represents the day of the year (1–366). This layer is only generated for pixels classified as annual cropland; permanent crops and locations without a detectable main season are assigned dedicated quality flags. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Main Crop Emergence product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Main Crop Emergence Confidence Layer (CPMCECL) Europe 10m yearly V1 (COG)

The Main Crop Emergence Confidence Layer (CPMCECL) is an ancillary dataset accompanying the CPMCE layer. It quantifies the uncertainty of the detected emergence date of the main annual crop, expressed in days (range: 1–40). The uncertainty is derived from the uncertainty of the satellite time series (fAPAR) at the identified emergence date. This layer is only generated for pixels classified as annual cropland. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Main Crop Emergence Confidence Layer product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Main Crop Duration (CPMCD) Europe 10m yearly V1 (COG)

The Main Crop Duration (CPMCD) dataset provides information on the length of the main annual crop growing season, expressed in days (range: 40–366). The duration is derived from the detected emergence and harvest dates of the main growing season. Information on growing season length and its variations over time offers valuable insights into how crop seasons are affected by extreme weather conditions and climate change at regional and national level. This layer is only generated for pixels classified as annual cropland. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Main Crop Duration product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Main Crop Duration Confidence Layer (CPMCDCL) Europe 10m yearly V1 (COG)

The Main Crop Duration Confidence Layer (CPMCDCL) is an ancillary dataset accompanying the CPMCD layer. It quantifies the uncertainty of the detected duration of the main annual crop growing season, expressed in days (range: 1–80). The uncertainty is derived from the combined uncertainty of both the emergence and harvest date estimates. This layer is only generated for pixels classified as annual cropland. This dataset is provided annually starting with 2017 in 10-metre rasters (fully conformant with the EEA reference grid) in 100 × 100 km tiles covering the EEA-38 countries. The HRL Main Crop Duration Confidence Layer product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Herbaceous Cover (HER) Europe 10m yearly V1 (COG)

The High Resolution Layer Herbaceous Cover (HER) dataset provides a basic land cover classification with 2 thematic classes (temporal and permanent herbaceous / non-herbaceous). The production of the herbaceous layer is primarily based on the probability estimates obtained from the Base Vegetation Layer (BVL) which also serves to harmonize the different vegetated HRL products (Grasslands, Tree Cover and Forests, Croplands). HER is further used as input for the Grassland status layer (GRA) extracting the permanent herbaceous in combination with the Ploughing indicator (PLOUGH). This dataset is provided annually starting in 2017 with 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union’s Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Grassland (GRA) Europe 10m yearly V1 (COG)

The High Resolution Layer Grassland (GRA) dataset rovides a binary status layer of grassland/non-grassland mask. This grassy and non-woody vegetation baseline product
includes all kinds of grasslands: managed grassland, semi-natural grassland and natural grassy vegetation. It does not include temporary grasslands, which are masked out using the
corresponding Ploughing indicator (PLOUGH), indicating on the number of years since a pixel was last ploughed. This dataset is provided annually starting in 2017 with 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union’s Copernicus Land Monitoring Service. Confidence layer available for the dataset. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Grassland (GRA) Europe 100m yearly V1 (COG)

The High Resolution Layer Grassland (GRA) dataset provides  binary status layer of grassland/non-grassland mask. This grassy and non-woody vegetation baseline product
includes all kinds of grasslands: managed grassland, semi-natural grassland and natural grassy vegetation. It does not include temporary grasslands, which are masked out using the
corresponding Ploughing indicator (PLOUGH), indicating on the number of years since a pixel was last ploughed. In the 100 meter raster product, the number of Grassland pixels are
counted and the percentages stored in each 100 meter cell. The class 255 = outside area is predefined by the 100m boundary layer and remains unchanged. This dataset is provided annually starting in 2017 with 100 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union’s Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Grassland Mowing Events (GRAME) Europe 10m yearly V1 (COG)

The High Resolution Layer Grassland Mowing Events (GRAME) raster product provides a basic land cover classification containing respectively the number of grassland mowing events within the detected Herbaceous cover layer (temporal and permanent grassland)) with a Minimum Mapping Unit (MMU) of 0.25 ha. The GRAME product will flag and map the number of mowing events (1, 2, 3, or 4+) on temporary or permanent grassland detected per year. This dataset is provided annually starting in 2017 with 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union’s Copernicus Land Monitoring Service. Confidence layer available for the dataset. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Grassland Mowing Events Confidence Layer (GRAMECL) Europe 10m yearly V1 (COG)

The High Resolution Layer Grassland Mowing Events Confidence Layer (GRAMECL) is a quality support raster product. This dataset is provided annually starting in 2017 in 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Grassland Mowing Dates (GRAMD) Europe 10m yearly V1 (COG)

The High Resolution Layer Grassland Mowing Dates (GRAMD) raster product provides at pan-European level in the spatial resolution of 10 m a basic land cover classification, flagging and mapping the start date (DOY) (GRAMD) within the detected Herbaceous cover layer (temporal and permanent grassland)) with a Minimum Mapping Unit (MMU) of 0.25 ha. The GRAMD product will flag and map the dates (Day of Year) of each mowing event on temporary or permanent grassland per year, resulting in a product split in four different rasters per year. This dataset is provided annually starting with 2017 in 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union’s Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Grassland Confidence Layer (GRACL) Europe 10m yearly V1 (COG)

The High Resolution Layer Grassland Confidence Layer (GRACL) is a quality support raster. This dataset is provided annually starting in 2017 in 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Grassland Change (GRAC) Europe 20m 3-yearly V1 (COG)

The High Resolution Layer Grassland Change (GRAC) dataset provides information on changes in grassland vegetation cover between two reference years, with thematic classes indicating all non-grassland areas, grassland gain, grassland loss, unchanged grassland in both years, and unverified grassland gain and loss areas. This dataset is provided in 20 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Grassland Change Confidence Layer (GRACCL) Europe 20m 3-yearly V1 (COG)

The High Resolution Layer Grassland Change Confidence Layer (GRACCL) is a quality support raster product. This dataset is provided in 20 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Grasslands product is part of the European Union's Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Forest Type (FTY) Europe 10m 3-yearly V1 (COG)

The High Resolution Layer Forest Type (FTY) provides a forest classification with 3 thematic classes (all non-forest areas / broadleaved forest / coniferous forest) at 10m spatial resolution and with a Minimum Mapping Unit (MMU) of 0.5 ha. This raster layer is largely following the FAO (Food and Agriculture Organisation of the United Nations) forest definition with tree covered areas in agricultural and urban context excluded using the respective Forest Additional Support Layer (FADSL). This dataset is provided on a 3-yearly frequency in 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Tree Cover and Forest product is part of the European Union’s Copernicus Land Monitoring Service.This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Forest Type (FTY) Europe 100m 3-yearly V1 (COG)

The High Resolution Layer Forest Type (FTY) dataset provides the Forest Type estimation at 100 meter spatial resolution. The number of broadleaved and coniferous pixels are counted and the percentages stored in the 100m cell. The class 255 = outside area is predefined by the 100m boundary layer and remains unchanged. This dataset is provided on a 3-yearly frequency in 100 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Tree Cover and Forest product is part of the European Union’s Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).
CLMS VLCC Forest Additional Support Layer (FADSL) Europe 10m 3-yearly V1 (COG)

The High Resolution Layer Forest Additional Support Layer (FADSL) provides information on trees under agricultural use or in urban context to be excluded from the Forest Type (FTY) product and at 10m spatial resolution. The derivation of Forest Additional Support Layer (FADSL) is based on the spatial intersection of the 10m DLT and TCD layers with CORINE Land Cover (CLC) 2018 and HRL Imperviousness Degree 2018 with 10 m spatial resolution; TCD range of ≥ 10-100%; with a MMW of 10m and no MMU (pixel base). This dataset is provided on a 3-yearly frequency in 10 meter rasters (fully conformant with the EEA reference grid) in 100 x 100 km tiles covering the EEA38 countries. High Resolution Layer Tree Cover and Forest product is part of the European Union’s Copernicus Land Monitoring Service. This dataset includes data from the French Overseas Territories (DOMs).