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.
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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 |
|---|---|---|---|
| The global carbon sink potential of terrestrial vegetation can be increased substantially by optimal land management | Sha, Zongyao, Bai, Yongfei, Li, Ruren, Lan, Hai, Zhang, Xueliang, Li, Jonathon, Liu, Xuefeng, Chang, Shujuan, Xie, Yichun | Population Size, Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| The divergent response of vegetation phenology to urbanizationA case study of Beijing city, China | Zhang, Yehua, Yin, Peiyi, Li, Xuecao, Niu, Quandi, Wang, Yixuan, Cao, Wenting, Huang, Jianxi, Chen, Han, Yao, Xiaochuang, Yu, Le, Li, Baoguo | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Spatiotemporal evolution and driving mechanisms of vegetation in the Yellow River Basin, China during 20002020 | Ren, Zuguang, Tian, Zhihui, Wei, Haitao, Liu, Yan, Yu, Yipin | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Terrestrial carbon sinks in China and around the world and their contribution to carbon neutrality | Yang, Yuanhe, Shi, Yue, Sun, Wenjuan, Chang, Jinfeng, Zhu, Jianxiao, Chen, Leiyi, Wang, Xin, Guo, Yanpei, Zhang, Hongtu, Yu, Lingfei, Zhao, Shuqing, Xu, Kang, Zhu, Jiangling, Shen, Haihua, Wang, Yuanyuan, Peng, Yunfeng, Zhao, Xia, Wang, Xiangping, Hu, Huifeng, Chen, Shiping, Huang, Mei, Wen, Xuefa, Wang, Shaopeng, Zhu, Biao, Niu, Shuli, Tang, Zhiyao, Liu, Lingli, Fang, Jingyun | Land Use/Land Cover Classification, Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon, Soil Horizons/Profile, Soil Moisture/Water Content, Soil Water Holding Capacity | |
| The Age of Evapotranspiration: Lower-Bound Constraints From Distributed | Hahm, W. J., Lapides, D. A., Rempe, D. M., McCormick, E. L., Dralle, D. N. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Biomass, Carbon | |
| The Coupling of Soil Water and Leaf Phenology Observed by Satellite During Australian Bushfires in 20192020 | Liu, Yuqing, Shi, Wenzhong, Zhang, Min, Hao, Ming, Zhang, Hua, Sun, Yangjie | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Total Surface Precipitation Rate, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Evapotranspiration, Latent Heat Flux, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Temporal scaling of streamflow elasticity to precipitation: a global analysis | Zhang, Yongqiang, Viglione, Alberto, Bloschl, Gunter | Land Use/Land Cover Classification | |
| Spatiotemporal variations of evapotranspiration in Amazonia using the wavelet phase difference analysis | Zhang, Juan, Feng, Ziyang, Niu, Jie, Melack, John M., Zhang, Jin, Qiu, Han, Hu, Bill X., Riley, William J. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Reflectance, Albedo, Anisotropy, Shortwave Radiation, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrestrial Water Storage | |
| Study on the spatial-temporal pattern and evolution of surface urban | Peng, Xiaoxue, Zhou, Yinying, Fu, Xianhao, Xu, Junfeng | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Spatiotemporal PM2.5 estimations in China from 2015 to 2020 using an improved gradient boosting decision tree | He, Weihuan, Meng, Huan, Han, Jie, Zhou, Gaohui, Zheng, Hui, Zhang, Songlin | Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Species distribution modelling of Calamus floribundus Griff. (Arecaceae) using Maxent in Assam | Mehmud, Selim, Kalita, Nilotpal, Roy, Himu, Sahariah, Dhrubajyoti | Land Use/Land Cover Classification | |
| Secondary organic aerosol formation and source contributions over east China in summertime | Li, Jie, Han, Zhiwei, Wu, Jian, Tao, Jun, Li, Jiawei, Sun, Yele, Liang, Lin, Liang, Mingjie, Wang, Qin'geng | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Simulation of Urban Heat Island during a High-Heat Event Using WRF Urban Canopy Models: A Case Study for Metro Manila | Bilang, Ronald Gil Joy P., Blanco, Ariel C., Santos, Justine Ace S., Olaguera, Lyndon Mark P. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Spatio-temporal pattern of urban vegetation carbon sink and driving mechanisms of human activities in Huaibei, China | Yang, Haifeng, Chen, Wei | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatial-temporal variations of terrestrial evapotranspiration across China from 2000 to 2019 | Fu, Jing, Gong, Yueqi, Zheng, Wenwu, Zou, Jun, Zhang, Meng, Zhang, Zhongbo, Qin, Jianxin, Liu, Jianxiong, Quan, Bin | Evapotranspiration, Photosynthesis, Primary Production, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Latent Heat Flux | |
| Spatial patterns of urban blue-green landscapes on land surface temperatureA case of Addis Ababa, Ethiopia | Bekele, Neway Kifle, Hailu, Binyam Tesfaw, Suryabhagavan, Karuturi Venkata | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Spatio-Temporal Assessment of Thunderstorms' Effects on Wildfire in | Safronov, Alexander N. | Land Use/Land Cover Classification | |
| Spatiotemporal pattern and long-term trend of global surface urban heat islands characterized by dynamic urban-extent method and MODIS data | Si, Menglin, Li, Zhao-Liang, Nerry, Francoise, Tang, Bo-Hui, Leng, Pei, Wu, Hua, Zhang, Xia, Shang, Guofei | Aerosol Optical Depth/Thickness, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Albedo, Anisotropy | |
| Spatiotemporal pattern of global forest change over the past 60 years and the forest transition theory | Estoque, Ronald C, Dasgupta, Rajarshi, Winkler, Karina, Avitabile, Valerio, Johnson, Brian A, Myint, Soe W, Gao, Yan, Ooba, Makoto, Murayama, Yuji, Lasco, Rodel D | Land Use/Land Cover Classification | |
| Seasonal patterns in rice and wheat residue burning and surface PM2.5 concentration in northern India | Montes, Carlo, Sapkota, Tek, Singh, Balwinder | Land Use/Land Cover Classification | |
| Seasonal variations in fire conditions are important drivers in the trend of aerosol optical properties over the south-eastern Atlantic | Che, Haochi, Segal-Rozenhaimer, Michal, Zhang, Lu, Dang, Caroline, Zuidema, Paquita, Sedlacek III, Arthur J., Zhang, Xiaoye, Flynn, Connor | Land Use/Land Cover Classification | |
| Remote sensing assessment of available green water to increase crop production in seasonal floodplain wetlands of sub-Saharan Africa | Ayyad, Saher, Karimi, Poolad, Langensiepen, Matthias, Ribbe, Lars, Rebelo, Lisa-Maria, Becker, Mathias | Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland, Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Land Use/Land Cover Classification | |
| Remote sensing estimation and spatiotemporal pattern analysis of terrestrial net ecosystem productivity in China | Liang, Liang, Geng, Di, Yan, Juan, Qiu, Siyi, Shi, Yanyan, Wang, Shuguo, Wang, Lijuan, Zhang, Lianpeng, Kang, Jianrong | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Satellite-based agricultural water consumption assessment in the ungauged and transboundary Helmand Basin between Iran and Afghanistan | Akbari, Mahdi, Torabi Haghighi, Ali | Land Use/Land Cover Classification | |
| Satellite-Observed Spatio-Temporal Variation in Spring Leaf Phenology of | Ding, Chao, Huang, Wenjiang, Meng, Yuanyuan, Zhang, Biyao | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) |