N: 90 S: -90 E: 180 W: -180
Description
The Terra and Aqua combined Moderate Resolution Imaging Spectroradiometer (MODIS) Land Cover Type (MCD12Q1) Version 6.1 data product provides global land cover types at yearly intervals. The MCD12Q1 Version 6.1 data product is derived using supervised classifications of MODIS Terra and Aqua reflectance data. Land cover types are derived from the International Geosphere-Biosphere Programme (IGBP), University of Maryland (UMD), Leaf Area Index (LAI), BIOME-Biogeochemical Cycles (BGC), and Plant Functional Types (PFT) classification schemes. The supervised classifications then undergo additional post-processing that incorporate prior knowledge and ancillary information to further refine specific classes. Additional land cover property assessment layers are provided by the Food and Agriculture Organization (FAO) Land Cover Classification System (LCCS) for land cover, land use, and surface hydrology.
Layers for Land Cover Type 1-5, Land Cover Property 1-3, Land Cover Property Assessment 1-3, Land Cover Quality Control (QC), and a Land Water Mask are provided in each MCD12Q1 Version 6.1 Hierarchical Data Format 4 (HDF4) file.
Known Issues
- The "units" field is missing in the metadata, however, this information can be found in Table 1 of the User Guide.
- The MCD12Q1.061 land cover data product is derived using supervised classification of MODIS Terra and Aqua reflectance data. The classification algorithm uses labeled training samples selected globally to represent land cover categories derived under the IGBP, UMD, LAI, BIOME-BGC, and PFT classification schemes. These training samples were selected to represent land classes, best suited over a certain period. However, due to lack of funding, the science team was not able to keep the training database updated over the course of the years, and some of these training sites could well have undergone changes in their land cover characteristics, especially after 2021. Hence users are urged to maintain caution while using the V6.1/MCD12Q1 land cover layers for 2021 and beyond. More information on this known issue can be found in the Land Data Products Operational Products (LDOPE) Quality Assessment.
- Known issues are described in Section 2.2 of the User Guide.
- For complete information about known issues please refer to the MODIS/VIIRS Land Quality Assessment website.
Version Description
Product Summary
Citation
Citation is critically important for dataset documentation and discovery. This dataset is openly shared, without restriction, in accordance with the EOSDIS Data Use and Citation Guidance.
Copy Citation
File Naming Convention
The file name begins with the Product Short Name (MCD12Q1) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2024001), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h21v07), the Version of the data collection (061), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2025205222320), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
PRODUCT QUALITY ASSESSMENT
SCIENCE DATA PRODUCT VALIDATION
Dataset Resources
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Climatic zoning and future projections of citrus black spot in Brazil: adaptive strategies for sustainable citrus farming in the face of climate change | Torsoni, Guilherme Botega, Aparecido, Lucas Eduardo de Oliveira, Baratti, Ana Claudia Costa, Rossi, Maira Ferreira de Melo, Lorencone, Pedro Antonio, Lorencone, Joao Antonio | Land Use/Land Cover Classification | |
| Comparative analysis of global urban land surface phenology between the | Yin, Peiyi, Li, Xuecao, Heiskanen, Janne, Pellikka, Petri | Land Use/Land Cover Classification | |
| Wildfire danger under changing climates in the southern Great Plains throughout the 21st century | Fang, Shanmin, Yang, Jia, Zou, Chris B., Krueger, Erik S., Ochsner, Tyson E., Zhang, Quan | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Wildfire probability assessment and analysis based on multi-source data | Xu, Kun, Pan, Xin, Tansey, Kevin, Abdulla, Akram, Guluzade, Rufat, Yang, Zi, He, Min, Zhu, Congbao, Yang, Shile, Yang, Yingbao | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Widespread and Divergent Post-Drought Loss of Gross Primary Production | Zhao, Zhuoyi, Zhou, Yanlian, Ju, Weimin, Xiao, Jingfeng, Li, Xing | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | |
| Simulating urban heat islands and local winds in the Dhaka metropolitan | Tabassum, Abeda, Hong, Seong-Ho, Park, Kyeongjoo, Baik, Jong-Jin | Land Use/Land Cover Classification | |
| Spatial Attribution of Temporal Variability in Global Land-Atmosphere | Lee, H., Jung, M., Carvalhais, N., Reichstein, M., Forkel, M., Bloom, A. A., PachecoLabrador, J., Koirala, S. | Land Use/Land Cover Classification, Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Runoff, Soil Texture, Terrestrial Water Storage, Ground Water, Glacier Mass Balance/Ice Sheet Mass Balance | |
| Spatial and temporal analysis of changes in hydrological fluxes and | Torres, Eliana, Maskey, Shreedhar, Corzo, Gerald, Uijlenhoet, Remko, Solomatine, Dimitri | Land Use/Land Cover Classification | |
| Spatial and temporal variability of soil moisture active and passive (SMAP) droughts and their impacts on vegetation in the Central Highlands of Vietnam | Thi, Nguyen Quang, Govind, Ajit, Ha, Tuyen V. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatial Downscaling of Soil Moisture Product to Generate High-Resolution | Abebe, Asnake Kassahun, Zhou, Xiang, Lv, Tingting, Tao, Zui, Elnashar, Abdelrazek, Kebede, Asfaw, Wang, Chunmei, Zhang, Hongming | Land Use/Land Cover Classification | |
| Spatial heterogeneity of agricultural drought drivers in irrigation | Shi, Xiang, Han, Wenting, Wang, Yubin | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatial Heterogeneity of Mountain Greenness and Greening in the Tibetan | Liu, Zhao, Zhang, Xingjian, Zhao, Shuang, Liu, Panpan, Liu, Jinxiu | Land Use/Land Cover Classification | |
| Real-Time Wildfire Monitoring via Geostationary Satellite and Artificial Intelligence: Insights from the March 2025 South Korea Wildfires | Sung, Taejun, Lee, Garyung, Kim, Doeun, Kim, Woohyeok, Yang, Seyoung, Im, Jungho | Land Use/Land Cover Classification | |
| Self-Limiting Effects of Global-Scale Desert Solar Farms: Climatic Feedbacks and Constraints on Wind-Solar Energy Synergy | Zhou, Yuhan, Wu, Huihuang, Wang, Xian, Ren, Yang, Ge, Wendong, Liu, Junfeng, Tao, Shu | Land Use/Land Cover Classification | |
| Seroprevalence of Antibodies Against Legionella Species in Northeastern | Lethbridge, Juniper, Freppel, Wesley, Ho, Mei Fong, Skinner, Eloise B, Rustanti, Lina, Roulis, Eileen, Rudd, Penny A, Faddy, Helen M, Young, Megan K, Herrero, Lara J | Land Use/Land Cover Classification | |
| Seventeen-Year Reconstruction of Tropical Forest Aboveground Biomass | Yang, Chao, Liu, Aobo, Chen, Yating | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity, Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass | |
| Sensitivity of the Shallow-To-Deep Convective Transition to Moisture and | Viscardi, Leandro Alex Moreira, Torri, Giuseppe, Adams, David K., Barbosa, Henrique de Melo Jorge | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification, Drainage, Rivers/Streams, Watershed Characteristics | |
| Sensitivity of lumped and semi-distributed hydrological models to 20 | Pacheco M., Paula L., Satge, Frederic, Bonnet, Marie-Paule, Molina-Carpio, Jorge, Pillco Zola, R., Ramirez, Edson, Espinoza-Romero, Daniel, Hostache, Renaud | Land Use/Land Cover Classification | |
| Shifting vegetation phenology in protected areas: A response to climate | Ontel, Irina, Avram, Sorin, Gheorghe, Carmen Adriana, Niculae, Mihaita Iulian, Pascu, Ionut Silviu, Rodino, Steliana | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation | |
| Siberian wildfire smoke observations from space-based multi-angle | Junghenn Noyes, Katherine T., Kahn, Ralph A. | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Vertical Profiles, U/V Wind Components, Ozone Profiles, Land Use/Land Cover Classification, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| Significant roles of snow and vegetation cover in modulating altitudinal | Zhang, Hongbo, Zhang, Fan, Luo, Lun, Yan, Wei, Zhang, Longhui, Li, Ziying | Land Use/Land Cover Classification | |
| Soil erosion susceptibility maps and raster dataset for the hydrological basins of North Africa | Salhi, Adil, Benabdelouahab, Sara, Heggy, Essam | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Soil functions are shaped by aridity through soil properties and the | Domenech-Pascual, Anna, Rodriguez, Luciana Chavez, Han, Xingguo, Casas-Ruiz, Joan Pere, Ferriol-Ciurana, Joan, Donhauser, Jonathan, Jordaan, Karen, Allison, Steven D., Frossard, Aline, Prieme, Anders, Ramond, Jean-Baptiste, Romani, Anna M. | Land Use/Land Cover Classification | |
| Soil moisture and microbiome explain greenhouse gas exchange in global peatlands | Parn, Jaan, Thayamkottu, Sandeep, Opik, Maarja, Bahram, Mohammad, Tedersoo, Leho, Espenberg, Mikk, Davison, John Alexander, Kasak, Kuno, Maddison, Martin, Niinemets, Ulo, Ostonen, Ivika, Soosaar, Kaido, Sohar, Kristina, Zobel, Martin, Mander, Ulo | Land Use/Land Cover Classification, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY | |
| Reflecting on surface albedo and climate | Gottschalk, Pia, Klumpp, Katja, Cardinael, Remi, Ceschia, Eric, Diop, Souleymane, Genesio, Lorenzo, Khalil, Mohammad Ibrahim, Kruijt, Bart, Lugato, Emanuele, Roujean, Jean-Louis, Sieber, Petra, Osborne, Bruce | Radiative Forcing, Forests, Alpine/Tundra, Albedo, Land Use/Land Cover Classification |