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 |
|---|---|---|---|
| Impacts of drought and heatwave on the terrestrial ecosystem in China as revealed by satellite solar-induced chlorophyll fluorescence | Wang, Xiaorong, Qiu, Bo, Li, Wenkai, Zhang, Qian | Land Use/Land Cover Classification | |
| A comprehensive validation of the SMAP Enhanced Level-3 Soil Moisture product using ground measurements over varied climates and landscapes | Zhang, Runze, Kim, Seokhyeon, Sharma, Ashish | Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Land Use/Land Cover Classification | |
| Do uncertainties in the reconstruction of land cover affect the simulation of air temperature and rainfall in the CORDEX region of East Asia? | Ge, Jun, Pitman, Andrew J., Guo, Weidong, Wang, Shuyu, Fu, Congbin | Land Use/Land Cover Classification | |
| Effects of live fuel moisture content on wildfire occurrence in fire-prone regions over Southwest China | Luo, Kaiwei, Quan, Xingwen, He, Binbin, Yebra, Marta | Land Use/Land Cover Classification, Reflectance, Anisotropy, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Albedo | |
| Assessing inconsistency in global land cover products and synthesis of studies on land use and land cover dynamics during 2001 to 2017 in the southeastern region ... | Islam, Shahidul, Zhang, Miao, Yang, Hong, Ma, Mingguo | Land Use/Land Cover Classification | |
| Annual and seasonal variations in gross primary productivity across the agro-climatic regions in India | Varghese, Roma, Behera, M. D. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Aridity change and its correlation with greening over drylands | He, Bin, Wang, Shuren, Guo, Lanlan, Wu, Xiuchen | Land Use/Land Cover Classification | |
| Clarifying the role of radiative mechanisms in the spatio-temporal changes of land surface temperature across the Horn of Africa | Abera, Temesgen Alemayehu, Heiskanen, Janne, Pellikka, Petri, Rautiainen, Miina, Maeda, Eduardo Eiji | Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature, Evapotranspiration, Latent Heat Flux | |
| Characterization and trends of fine particulate matter (PM2.5) fire emissions in the Brazilian Cerrado during 2002-2017 | Mataveli, Guilherme Augusto Verola, Silva, Maria Elisa Siqueira, Franca, Daniela de Azeredo, Brunsell, Nathaniel Alan, de Oliveira, Gabriel, Cardozo, Francielle da Silva, Bertani, Gabriel, Pereira, Gabriel | Land Use/Land Cover Classification, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| Chlorophyll content estimation in an open-canopy conifer forest with Sentinel-2A and hyperspectral imagery in the context of forest decline | Zarco-Tejada, P.J., Hornero, A., Beck, P.S.A., Kattenborn, T., Kempeneers, P., Hernandez-Clemente, R. | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Characterizing global forest canopy cover distribution using spaceborne lidar | Tang, Hao, Armston, John, Hancock, Steven, Marselis, Suzanne, Goetz, Scott, Dubayah, Ralph | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Multi-year surface radiative properties and vegetation parameters for hydrologic modeling in regions of complex terrainMethodology and evaluation over ... | Tao, Jing, Barros, Ana P. | Land Use/Land Cover Classification, Emissivity, Land Surface Temperature | |
| Multipurpose legumes for smallholders in sub-Saharan Africa: Identification of promising 'scale out'options | Snapp, Sieglinde S., Cox, Cindy M., Peter, Brad G. | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Modelling biomass burning emissions and the effect of spatial resolution: a case study for Africa based on the Global Fire Emissions Database (GFED) | van Wees, Dave, van der Werf, Guido R. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover | |
| Introducing Satellite Data Based Biosphere Model Beams to Improve Regional Transport Model Aist-Mm for Estimating Carbon Dioxide Emission from Mega-City ... | Wang, Qiao, Imasu, Ryoichi, Ito, Satoshi, Sasai, Takahiro, Kondo, Hiroaki | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| MOD-LSP, MODIS-based parameters for hydrologic modeling of North American land cover change | Bohn, Theodore J., Vivoni, Enrique R. | Land Use/Land Cover Classification, Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Long-term validation of MODIS C6 and C6.1 Dark Target aerosol products over China using CARSNET and AERONET | Che, Huizheng, Yang, Leiku, Liu, Chao, Xia, Xiangao, Wang, Yaqiang, Wang, Hong, Wang, Han, Lu, Xiaofeng, Zhang, Xiaoye | Land Use/Land Cover Classification | |
| On the zero-level offset in the GOSAT TANSO-FTS O2 A band and the quality of solar-induced chlorophyll fluorescence (SIF): comparison of SIF between ... | Oshio, Haruki, Yoshida, Yukio, Matsunaga, Tsuneo | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Onset of summer monsoon in Northeast India is preceded by enhanced transpiration | Pradhan, Rohit, Singh, Nimisha, Singh, Raghavendra P. | Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Open source QGIS toolkit for the Advanced Research WRF modelling system | Meyer, D., Riechert, M. | Land Use/Land Cover Classification | |
| An evaluation of satellite dust-detection algorithms in the Middle East region | Bin Abdulwahed, Abdullah, Dash, Jadunandan, Roberts, Gareth | Land Use/Land Cover Classification | |
| An improved surface soil moisture downscaling approach over cloudy areas based on geographically weighted regression | Song, Peilin, Huang, Jingfeng, Mansaray, Lamin R. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| An integrated land cover mapping method suitable for low-accuracy areas in global land cover maps | Zeng, Tian, Wang, Lei, Zhang, Zengxiang, Wen, Qingke, Wang, Xiao, Yu, Le | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| An effective similar-pixel reconstruction of the high-frequency cloud-covered areas of Southwest China | Yu, Wenping, Tan, Junlei, Ma, Mingguo, Li, Xiaolu, She, Xiaojun, Song, Zengjing | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| An Empirical Assessment of the MODIS Land Cover Dynamics and TIMESAT | Stanimirova, Radost, Cai, Zhanzhang, Melaas, Eli K., Gray, Josh M., Eklundh, Lars, Jonsson, Per, Friedl, Mark A. | Land Use/Land Cover Classification, Reflectance, Anisotropy, Albedo |