N: 90 S: -90 E: 180 W: -180
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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
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| General features of radar-observed boundary layer convergence lines and their associated convection over a sharp vegetation-contrast area | Huang, Yipeng, Meng, Zhiyong, Li, Wanbiao, Bai, Lanqiang, Meng, Xuefeng | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Evaluating the effects of urbanization evolution on air temperature trends using nightlight satellite data | Paranunzio, Roberta, Ceola, Serena, Laio, Francesco, Montanari, Alberto | Land Use/Land Cover Classification | |
| Evaluation and comparison of MODIS Collection 6.1 aerosol optical depth against AERONET over regions in China with multifarious underlying surfaces | Wang, Yuan, Yuan, Qiangqiang, Li, Tongwen, Shen, Huanfeng, Zheng, Li, Zhang, Liangpei | Land Use/Land Cover Classification, Reflectance, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| Evaluating the representation of vegetation phenology in the Community Land Model 4.5 in a temperate grassland | Zhang, Lexin, Lei, Huimin, Shen, Hong, Cong, Zhentao, Yang, Dawen, Liu, Tingxi | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Evaluating the spatial representativeness of the MODerate Resolution Image Spectroradiometer albedo product (MCD43) at ameriflux sites | Zhou, Hongmin, Liang, Shunlin, He, Tao, Wang, Jindi, Bo, Yanchen, Wang, Dongdong | Land Use/Land Cover Classification, Albedo, Anisotropy | |
| Evaluating combinations of sentinel-2 data and machine-learning algorithms for mangrove mapping in West Africa | Mondal, Pinki, Liu, Xue, Fatoyinbo, Temilola E., Lagomasino, David | Land Use/Land Cover Classification | |
| Evaluation of ambient air quality in Dehradun city during 2011-2014 | Deep, Amar, Pandey, Chhavi P, Nandan, Hemwati, Purohit, K D, Singh, Narendra, Singh, Jaydeep, Srivastava, A K, Ojha, Narendra | Land Use/Land Cover Classification, Reflectance | |
| Estimation of latent heat flux using satellite land surface temperature and a variational data assimilation scheme over a eucalypt forest savanna in Northern Australia | Barraza, Veronica, Grings, Francisco, Franco, Mariano, Douna, Vanesa, Entekhabi, Dara, Restrepo-Coupe, Natalia, Huete, Alfredo, Gassmann, Maria, Roitberg, Esteban | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification | |
| Estimation of soil organic carbon, nitrogen, and phosphorus losses induced by wind erosion in Northern China | Du, Heqiang, Wang, Tao, Xue, Xian, Li, Sen | Land Use/Land Cover Classification | |
| Evaluating k-Nearest Neighbor (kNN) imputation models for species-level aboveground forest biomass mapping in Northeast China | Fu, Yuanyuan, He, Hong S., Hawbaker, Todd J., Henne, Paul D., Zhu, Zhiliang, Larsen, David R. | Land Use/Land Cover Classification, Reflectance, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Estimating earthquake-damage areas using Landsat-8 OLI surface reflectance data | Fan, Xiwei, Nie, Gaozhong, Deng, Yan, An, Jiwen, Zhou, Junxue, Xia, Chaoxu, Pang, Xiaoke | Land Use/Land Cover Classification | |
| Estimating forest canopy height using MODIS BRDF data emphasizing typical-angle reflectances | Cui, Lei, Jiao, Ziti, Dong, Yadong, Sun, Mei, Zhang, Xiaoning, Yin, Siyang, Ding, Anxin, Chang, Yaxuan, Guo, Jing, Xie, Rui | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Reflectance, Albedo, Anisotropy | |
| Evapotranspiration estimation using surface energy balance system modelA case study in the Nagqu River basin | Zhong, Lei, Xu, Kepiao, Ma, Yaoming, Huang, Ziyu, Wang, Xian, Ge, Nan | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Surface Temperature, Emissivity | |
| Global white-sky and black-sky fapar retrieval using the energy balance residual method: Algorithm and validation | Liu, Liangyun, Zhang, Xiao, Xie, Shuai, Liu, Xinjie, Song, Bowen, Chen, Siyuan, Peng, Dailiang | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Global joint assimilation of GRACE and SMOS for improved estimation of root-zone soil moisture and vegetation response | Tian, Siyuan, Renzullo, Luigi J., van Dijk, Albert I. J. M., Tregoning, Paul, Walker, Jeffrey P. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Generating a series of land covers by assimilating the existing land cover maps | Xu, Guang, Chen, Baozhang | Land Use/Land Cover Classification, Vegetation Index, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Albedo, Reflectance | |
| Generation and evaluation of LAI and FPAR products from Himawari-8 advanced Himawari Imager (AHI) data | Chen, Yepei, Sun, Kaimin, Chen, Chi, Bai, Ting, Park, Taejin, Wang, Weile, Nemani, Ramakrishna R., Myneni, Ranga B. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Greening in rural areas increases the surface urban heat island intensity | Yao, Rui, Wang, Lunche, Huang, Xin, Gong, Wei, Xia, Xiangao | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Hierarchical mapping of annual global land cover 2001 to presentThe MODIS Collection 6 Land Cover product | Sulla-Menashe, Damien, Gray, Josh M., Abercrombie, S. Parker, Friedl, Mark A. | Land Use/Land Cover Classification, Reflectance, Anisotropy, Albedo | |
| Land use/land cover change and it's impacts on diurnal temperature range over the agricultural pastoral ecotone of Northern China | Wei, Baocheng, Xie, Yaowen, Jia, Xu, Wang, Xiaoyun, He, Hongjie, Xue, Xiaoyu | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Mapping child growth failure in Africa between 2000 and 2015 | Osgood-Zimmerman, Aaron, Millear, Anoushka I., Stubbs, Rebecca W., Shields, Chloe, Pickering, Brandon V., Earl, Lucas, Graetz, Nicholas, Kinyoki, Damaris K., Ray, Sarah E., Bhatt, Samir, Browne, Annie J., Burstein, Roy, Cameron, Ewan, Casey, Daniel C., Deshpande, Aniruddha, Fullman, Nancy, Gething, Peter W., Gibson, Harry S., Henry, Nathaniel J., Herrero, Mario, Krause, L. Kendall, Letourneau, Ian D., Levine, Aubrey J., Liu, Patrick Y., Longbottom, Joshua, Mayala, Benjamin K., Mosser, Jonathan F., Noor, Abdisalan M., Pigott, David M., Piwoz, Ellen G., Rao, Puja, Rawat, Rahul, Reiner, Robert C., Smith, David L., Weiss, Daniel J., Wiens, Kirsten E., Mokdad, Ali H., Lim, Stephen S., Murray, Christopher J. L., Kassebaum, Nicholas J., Hay, Simon I. | Land Use/Land Cover Classification | |
| Map of plowed soils of Russia | Savin, I. Yu., Stolbovoy, V. S., Avetyan, S. A., Shishkonakova, E. A. | Land Use/Land Cover Classification | |
| Mapping local variation in educational attainment across Africa | Graetz, Nicholas, Friedman, Joseph, Osgood-Zimmerman, Aaron, Burstein, Roy, Biehl, Molly H., Shields, Chloe, Mosser, Jonathan F., Casey, Daniel C., Deshpande, Aniruddha, Earl, Lucas, Reiner, Robert C., Ray, Sarah E., Fullman, Nancy, Levine, Aubrey J., Stubbs, Rebecca W., Mayala, Benjamin K., Longbottom, Joshua, Browne, Annie J., Bhatt, Samir, Weiss, Daniel J., Gething, Peter W., Mokdad, Ali H., Lim, Stephen S., Murray, Christopher J. L., Gakidou, Emmanuela, Hay, Simon I. | Land Use/Land Cover Classification | |
| Modeling alpine grassland cover based on MODIS data and support vector machine regression in the headwater region of the Huanghe River, China | Ge, Jing, Meng, Baoping, Liang, Tiangang, Feng, Qisheng, Gao, Jinlong, Yang, Shuxia, Huang, Xiaodong, Xie, Hongjie | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Mapping of dengue vulnerability in the Mekong Delta region of Viet Nam using a water-associated disease index and remote sensing approach | Pham, Nga T. T., Nguyen, Cong T., Vu, Duoc T., Nakamura, Kenji | Land Use/Land Cover Classification |