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 |
|---|---|---|---|
| Development and validation of a new MODIS snow-cover-extent product over China | Hao, Xiaohua, Huang, Guanghui, Zheng, Zhaojun, Sun, Xingliang, Ji, Wenzheng, Zhao, Hongyu, Wang, Jian, Li, Hongyi, Wang, Xiaoyan | Land Use/Land Cover Classification, Reflectance | |
| Development of a new index for automated mapping of ratoon rice areas using time-series normalized difference vegetation index imagery | LI, Bolun, PENG, Shaobing, SHEN, Runping, YANG, Zong-Liang, YAN, Xiaoyuan, LI, Xiaofeng, LI, Rongrong, LI, Chengye, ZHANG, Guangbin | Land Use/Land Cover Classification, Reflectance, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | |
| 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 | |
| Evaluating the Atibaia River hydrology using JULES6. 1 | Chou, Hsi-Kai, Heuminski de Avila, Ana Maria, Bray, Michaela | Land Use/Land Cover Classification | |
| 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 | |
| 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) | |
| Evaluation of satellite and reanalysis estimates of surface and root-zone soil moisture in croplands of Jiangsu Province, China | Fan, Lei, Xing, Zanpin, Lannoy, Gabrielle De, Frappart, Frederic, Peng, Jian, Zeng, Jiangyuan, Li, Xiaojun, Yang, Kun, Zhao, Tianjie, Shi, Jiancheng, Ma, Hongliang, Wang, Mengjia, Liu, Xiangzhuo, Yi, Chuanxiang, Ma, Mingguo, Tang, Xuguang, Wen, Jianguang, Chen, Xiuzhi, Wang, Chong, Wang, Lingxiao, Wang, Guojie, Wigneron, Jean-Pierre | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Evaluation of the MODIS Collection 6.1 3 km aerosol optical depth product over China | Zhang, Ming, Zhang, Lei, He, Qingqing, Yuan, Yanbin | Land Use/Land Cover Classification | |
| Evaluation of Tropical Rainfall Measuring Mission, Integrated | KeikhosraviKiany, Mohammad Sadegh, Masoodian, Seyed Abolfazl, Balling, Robert C., Darand, Mohammad | Land Use/Land Cover Classification, Total Surface Precipitation Rate | |
| Evaluation of evapotranspiration estimation under cloud impacts over | Wang, Yipu, Li, Rui, Hu, Jiheng, Fu, Yuyun, Duan, Jiawei, Cheng, Yuanxi, Song, Binbin | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Albedo, Anisotropy, Total Surface Precipitation Rate | |
| Foraging on the wing for fish while migrating over changing landscapes: traveling behaviors vary with available aquatic habitat for Caspian terns | Rueda-Uribe, C., Lotberg, U., Akesson, S. | Land Use/Land Cover Classification | |
| Forest water use is increasingly decoupled from water availability even during severe drought | McQuillan, Katie A., Tulbure, Mirela G., Martin, Katherine L. | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| 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) | |
| Identifying and mapping potential groundwater-dependent ecosystems for a semi-arid and semi-humid area in the Weihe River, China | Xu, Wenjin, Kong, Feihe, Mao, Ruichen, Song, Jinxi, Sun, Haotian, Wu, Qiong, Liang, Dong, Bai, Haifeng | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux | |
| Identifying the environmental and anthropogenic causes, distribution, and intensity of human rhesus macaque conflict in Nepal | Koirala, Sabina, Baral, Suraj, Garber, Paul A., Basnet, Hari, Katuwal, Hem Bahadur, Gurung, Sabita, Rai, Devi, Gaire, Raju, Sharma, Bishal, Pun, Tejab, Li, Ming | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Impact of BRDF spatiotemporal smoothing on land surface albedo estimation | Yang, Jian, Shuai, Yanmin, Duan, Junbo, Xie, Donghui, Zhang, Qingling, Zhao, Ruishan | Reflectance, Albedo, Anisotropy, Land Use/Land Cover Classification | |
| Impact of climatic changes and anthropogenic activities on ecosystem net primary productivity in India during 20012019 | Bejagam, Vijaykumar, Sharma, Ashutosh | 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, Photosynthesis, Primary Production, Vegetation Productivity | |
| Imported dengue case numbers and local climatic patterns are associated with dengue virus transmission in Florida, USA | Stephenson, Caroline, Coker, Eric, Wisely, Samantha, Liang, Song, Dinglasan, Rhoel R., Lednicky, John A. | Land Use/Land Cover Classification | |
| Improved detection of abrupt change in vegetation reveals dominant fractional woody cover decline in Eastern Africa | Abera, Temesgen Alemayehu, Heiskanen, Janne, Maeda, Eduardo Eiji, Hailu, Binyam Tesfaw, Pellikka, Petri K.E. | Reflectance, Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Population Density, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Improved forest cover mapping by harmonizing multiple land cover | Meng, Shili, Pang, Yong, Huang, Chengquan, Li, Zengyuan | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Incorporating satellite remote sensing for improving potential habitat simulation of Prosopis Cineraria in United Arab Emirates | Kalarikkal, Remya Kottarathu, Kim, Youngwook, Ksiksi, Taoufik | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity, Land Use/Land Cover Classification | |
| Improving a comprehensive remote sensing drought index (CRSDI) in the | Shojaei, Shima, Rahimzadegan, Majid | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Improved identification of cotton cultivated areas by applying instance-based transfer learning on the time series of MODIS NDVI | Xun, Lan, Zhang, Jiahua, Yao, Fengmei, Cao, Dan | Land Use/Land Cover Classification, Reflectance | |
| Increased interception induced by vegetation restoration counters ecosystem carbon and water exchange efficiency in China | Shao, Rui, Shao, Weiwei, Gu, Chunjie, Zhang, Baoqing | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| 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 |