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 |
|---|---|---|---|
| Daytime and nighttime warming has no opposite effects on vegetation phenology and productivity in the northern hemisphere | Zhu, Gaofeng, Wang, Xufeng, Xiao, Jingfeng, Zhang, Kun, Wang, Yunquan, He, Honglin, Li, Weide, Chen, Huiling | Land Use/Land Cover Classification | |
| Decadal change of spring dust activity in western Iran and its mechanism | Kamal, Alireza, Lin, Zhaohui, Wu, Chenglai | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Decadal Changes in Atmospheric Methane Emissions in the Eastern Himalayan Region: Source Apportionment and Impact Assessment | Saikia, Arshini, Pathak, Binita, Singh, Praveen K., Bhuyan, Pradip K., Adhikary, Bhupesh | Land Use/Land Cover Classification | |
| Evaluating the Atibaia River hydrology using JULES6. 1 | Chou, Hsi-Kai, Heuminski de Avila, Ana Maria, Bray, Michaela | Land Use/Land Cover Classification | |
| Evaluating a new temperature-vegetation-shortwave infrared reflectance dryness index (TVSDI) in the continental United States | Xu, Mengyuan, Yao, Ning, Hu, Annan, Gustavo Goncalves de Goncalves, Luis, Abrahao Mantovani, Felipe, Horton, Robert, Heng, Lee, Liu, Gang | Land Surface Temperature, Emissivity, Reflectance, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| Estimating Vegetation Greening Influences on Runoff Signatures Using a Logbased Weighted Ensemble Method | Huang, Qi, Zhang, Yongqiang, Ma, Ning, Post, David | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Albedo, Anisotropy | |
| Estimating NH<inf>3</inf> and PM<inf>2.5</inf> emissions from the Australia mega wildfires and the impact of plume transport on air quality in Australia and New Zealand | Akdemir, Ece Ari, Battye, William H., Myers, Casey Bray, Aneja, Viney P. | Land Use/Land Cover Classification, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | |
| Estimation of daily and instantaneous near-surface air temperature from MODIS data using machine learning methods in the Jingjinji area of China | Wang, Chunling, Bi, Xu, Luan, Qingzu, Li, Zhanqing | Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy, Shortwave Radiation, Land Use/Land Cover Classification | |
| Contemporizing island biogeography theory with anthropogenic drivers of | Gleditsch, Jason M., Behm, Jocelyn E., Ellers, Jacintha, Jesse, Wendy A. M., Helmus, Matthew R. | Population Size, Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Determination of global land surface temperature using data from only five selected thermal infrared channels: Method extension and accuracy assessment | Zheng, Xiaopo, Li, Zhao-Liang, Wang, Tianxing, Huang, Huabing, Nerry, Francoise | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Development of China's first space-borne aerosol-cloud high-spectral-resolution lidar: retrieval algorithm and airborne demonstration | Ke, Ju, Sun, Yingshan, Dong, Changzhe, Zhang, Xingying, Wang, Zijun, Lyu, Liqing, Zhu, Wei, Ansmann, Albert, Su, Lin, Bu, Lingbing, Xiao, Da, Wang, Shuaibo, Chen, Sijie, Liu, Jiqiao, Chen, Weibiao, Liu, Dong | Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness, Infrared Radiance, REFLECTED INFRARED, Visible Radiance | |
| Distribution and Attribution of Gross Primary Productivity Increase Over the Mongolian Plateau, 2001-2018 | Chen, Xiaona, Tao, Xin, Yang, Yaping | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Dispersal and Space Use of Captive-Reared and Wild-Rehabilitated Harpy | Naveda-Rodriguez, Adrian, Campbell-Thompson, Edwin, Watson, Richard T., McCabe, Jennifer, Vargas, Felix Hernan | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Divergent responses of terrestrial carbon use efficiency to climate | Gang, Chengcheng, Wang, Zhuonan, You, Yongfa, Liu, Yue, Xu, Rongting, Bian, Zihao, Pan, Naiqing, Gao, Xuerui, Chen, Mingxun, Zhang, Man | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| CYGNSS Flood Applications to Support the United Nations Sustainable Development Goals | Wilson-Downs, Brandi, Kettner, Albert J., Brakenridge, G. Robert, O'Brien, Andrew, Zuffada, Cinzia | Land Use/Land Cover Classification, Radar Cross-Section, Radar Reflectivity | |
| Design and implementation of an efficient and cost effective deep feature learning model for rice yield mapping | Divakar, M. Sarith, Elayidom, M. Sudheep, Rajesh, R. | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Reflectance | |
| Detection of vegetation coverage changes in the Yellow River Basin from 2003 to 2020 | Liu, Chenxi, Zhang, Xiaodong, Wang, Tong, Chen, Guanzhou, Zhu, Kun, Wang, Qing, Wang, Jing | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Heat wave-induced augmentation of surface urban heat islands strongly regulated by rural background | Miao, Shiqi, Zhan, Wenfeng, Lai, Jiameng, Li, Long, Du, Huilin, Wang, Chenguang, Wang, Chunli, Li, Jiufeng, Huang, Fan, Liu, Zihan, Dong, Pan | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Albedo, Anisotropy | |
| Habitat preferences, spatial distribution and current population status of endangered giant flower Amorphophallus titanum | Yudaputra, Angga, Fijridiyanto, Izu Andry, Yuzammi, Witono, Joko Ridho, Astuti, Inggit Puji, Robiansyah, Iyan, Hendrian, R., Hutabarat, Prima, Yuswandi, Ade Yusup, Raharjo, Puguh Dwi, Syartinilia, Cropper, Wendell P. | Land Use/Land Cover Classification | |
| Global Daily Actual and SnowFree BlueSky Land Surface Albedo Climatology From 20Year MODIS Products | Jia, Aolin, Wang, Dongdong, Liang, Shunlin, Peng, Jingjing, Yu, Yunyue | Land Use/Land Cover Classification, Albedo, Anisotropy, Reflectance | |
| Human density modulates spatial associations among tropical forest | Gorczynski, Daniel, Hsieh, Chia, Ahumada, Jorge, Akampurira, Emmanuel, Andrianarisoa, Mahandry Hugues, Espinosa, Santiago, Johnson, Steig, Kayijamahe, Charles, Lima, Marcela Guimaraes Moreira, Mugerwa, Badru, Rovero, Francesco, Salvador, Julia, Santos, Fernanda, Sheil, Douglas, Uzabaho, Eustrate, Beaudrot, Lydia | Population Density, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| High-Resolution Land Cover Mapping Through Learning With Noise | Dong, Runmin, Fang, Weizhen, Fu, Haohuan, Gan, Lin, Wang, Jie, Gong, Peng | Land Use/Land Cover Classification | |
| High-resolution large-scale onshore wind energy assessmentsA review of potential definitions, methodologies and future research needs | McKenna, Russell, Pfenninger, Stefan, Heinrichs, Heidi, Schmidt, Johannes, Staffell, Iain, Bauer, Christian, Gruber, Katharina, Hahmann, Andrea N., Jansen, Malte, Klingler, Michael, Landwehr, Natascha, Larsen, Xiaoli Guo, Lilliestam, Johan, Pickering, Bryn, Robinius, Martin, Trondle, Tim, Turkovska, Olga, Wehrle, Sebastian, Weinand, Jann Michael, Wohland, Jan | Land Use/Land Cover Classification | |
| Does plant ecosystem thermoregulation occur? An extratropical assessment | Guo, Zhengfei, Still, Christopher J., Lee, Calvin K. F., Ryu, Youngryel, Blonder, Benjamin, Wang, Jing, Bonebrake, Timothy C., Hughes, Alice, Li, Yan, Yeung, Henry C. H., Zhang, Kun, Law, Ying Ki, Lin, Ziyu, Wu, Jin | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Does the Tundra Bean Goose (Anser serrirostris) follow the green wave throughout its entire spring migration? | Li, Hongbin, Fang, Lei, Cao, Lei | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |