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 |
|---|---|---|---|
| Country- specific progress toward the Sustainable Development Goals: | Xing, Qiang, Lu, Linlin, Wang, Li, Chen, Fang, Liu, Jianguo, Pradhan, Prajal, Bryan, Brett A., Moallemi, Enayat A., Gao, Lei, Schaubroeck, Thomas, Carrasco, L. Roman, Banik, Dan, Xu, Zhenci, Li, Yingjie, Zhang, Linxiu, Ding, Tianran, Liu, Jiuliang, Zeng, Yuxi, Wu, Chaoyang | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Dual effects on vegetation caused by urban expansion in global drylands: | Qi, Tao, He, Chunyang, Ren, Qiang, Wang, Yida, Cao, Shengpeng | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Dynamic land-cover maps in the Guangdong-Hong Kong-Macao Greater Bay Area at 30 m spatial resolution, 2000-2022 | Li, Yue, Liu, Qiang, Chen, Shuang, Lv, Lingfeng, Han, Xinpei, Jia, Run, Bu, Lingchen, Zhang, Xiaotong | Land Use/Land Cover Classification | |
| Dynamic monitoring of vegetation phenology on the Qinghai-Tibetan plateau from 2001 to 2020 via the MSAVI and EVI | Zhao, Zhijian, Lu, Chengfang, Tonooka, Hideyuki, Wu, Lei, Lin, Hui, Jiang, Xunyan | Land Use/Land Cover Classification, Reflectance | |
| Evaluating the Performance of Land Use Products in Mountainous Regions: A Case Study in the Wumeng Mountain Area, China | Meng, Qianwen, Wang, Jiasheng, Yang, Kun, He, Yue, Xiao, Ling, Zhou, Hui | Land Use/Land Cover Classification | |
| Evaluating the Performance of Sentinel-1 SAR Derived Snow Depth | Bulovic, N., Johnson, F., Lievens, H., Shaw, T. E., McPhee, J., Gascoin, S., Demuzere, M., McIntyre, N. | Land Use/Land Cover Classification | |
| Evaluating rainfall estimates derived from soil moisture using soil hydraulic properties over the Korean Peninsula | Kim, Doyoung, Lee, Seulchan, Cho, Seongkeun, Kim, Daeha, Choi, Minha | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Evaluating Global and National Datasets in an Ensemble Approach to | Evans, Christine, Cherrington, Emil A., Carey, Lauren, Limaye, Ashutosh, Maharjan, Sajana, Nunez, Diego Incer, Anderson, Eric R., Herndon, Kelsey, Flores-Anderson, Africa I. | Land Use/Land Cover Classification | |
| Evaluating the Functional Realism of Deep Learning RainfallRunoff Models Using Catchment Hydrology Principles | Bayati, Ara, Ameli, Ali A., Razavi, Saman | 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 | |
| Comparative analysis of long-term trends and climate sensitivity of spring phenology across forests, shrublands, and grasslands in the middlehigh latitudes of the ... | Zhang, Xiaoyong, Jia, Weiwei, Li, Yang, Luo, Ling, Atkinson, Peter | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| Comparison of in Situ Plant Area Index and Remotely Sensed Leaf Area Index of Northeastern American Deciduous, Mixed, and Coniferous Forests for SMAPVEX19-22 | Cook, Christopher L., Bourgeau-Chavez, Laura, Bilt, Dorthea Vander, Miller, Mary Ellen, Kraatz, Simon, Cosh, Michael H., Kelly, Victoria R., Colliander, Andreas | Land Use/Land Cover Classification | |
| Comparison of Deep Learning Models for LAI Simulation and Interpretable | Yu, Junpo, Si, Yajun, Zhao, Wen, Zhou, Zeyu, Jin, Jiming, Yan, Wenjun, Shao, Xiangyu, Xu, Zhixiang, Gan, Junwei | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Comparison of three different satellite data on 2D flood modeling using HECRAS (5.0. 7) software and investigating the improvement ability of the RAS Mapper tool | Kaya, Yunus Ziya, Unes, Fatih | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | |
| Comparisons of forest mapping data sets in Sahel and their implications | Zhang, Tong, Liu, Ronggao, Liu, Yang, Wang, Guoqin, Chen, Jilong, Duan, Quan | Land Use/Land Cover Classification | |
| Consistent global dataset on biodiversity intactness footprint of agricultural production from 2000 to 2020 | Nguyen, Can Trong, Vackarova, Davina, Weinzettel, Jan | Land Use/Land Cover Classification | |
| Environmental factors determining the distribution patterns of invasive Raphidiopsis raciborskii and R. mediterranea in central east Europe | Kokocinski, Mikoaj, Graco-Roza, Caio, Jasser, Iwona, Karosiene, Jurate, Kasperoviciene, Jurate, Kobos, Justyna, Koreiviene, Judita, Mankiewicz-Boczek, Joanna, Soininen, Janne, Szczurowska, Agnieszka | Land Use/Land Cover Classification | |
| Evaluating climatic warming and the modulating effects of surface water and regional variables in western Bangladesh | Dastour, Hatef, Alam, Md. Mahbub, Dewan, Ashraf, Hassan, Quazi K. | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Estimating the impacts of increasing temperatures and the efficacy of | Buster, Grant, Cox, Jordan, Benton, Brandon N., King, Ryan N. | Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Surface Temperature, Emissivity | |
| Estimating the variations and trends of surface skin temperature across the Indus River Basin | Rani, Seema, Singh, Subhash, Singh, Jyotsna, Tiwari, Purushottam, Mal, Suraj | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Estimation of surface all-wave net radiation from MODIS data using deep | Li, Shaopeng, Jiang, Bo, Liang, Shunlin, Xiao, Xiongxin, Peng, Jianghai, Liang, Hui, Han, Jiakun, Yin, Xiuwan | Land Use/Land Cover Classification | |
| CONCN: a high-resolution, integrated surface watergroundwater ParFlow modeling platform of continental China | Yang, Chen, Jia, Zitong, Xu, Wenjie, Wei, Zhongwang, Zhang, Xiaolang, Zou, Yiguang, McDonnell, Jeffrey, Condon, Laura, Dai, Yongjiu, Maxwell, Reed | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| Contrasting age-dependent leaf acclimation strategies drive vegetation greening across deciduous broadleaf forests in mid-to high latitudes | Wang, Fangyi, Xue, Meimei, Zhou, Liming, Doughty, Christopher E., Ciais, Philippe, Reich, Peter B., Shang, Jiali, Chen, Jing Ming, Liu, Jane, Green, Julia K., Hao, Dalei, Tao, Shengli, Su, Yanjun, Liu, Lingli, Xia, Jianyang, Wang, Han, Yu, Kailiang, Zhu, Zaichun, Zhu, Peng, Li, Xing, Liu, Hui, Zeng, Yelu, Yan, Kai, Liu, Liyang, Lafortezza, Raffaele, Su, Yongxian, Meng, Yanqiong, Pan, Yixuan, Yang, Xueqin, Fu, Yongshuo H., He, Nianpeng, Yuan, Wenping, Chen, Xiuzhi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Reflectance, Anisotropy | |
| Contrasting biophysical impacts of vegetation growth and type transition greening on local temperature in southwestern China | Dong, Na, Liu, Zhen, Xu, Ru, Huang, Hua-Bing | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity | |
| Convective potential and fuel availability complement near-surface | Su, Hongxuan, Yu, Yan, Guo, Weidong, Mao, Jiafu | Land Use/Land Cover Classification |