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
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Human-perceived temperature changes linked to local climate zones under extreme hot and cold weathers: A study in the North China Plain | Li, Xiang, Luo, Ming, Li, Jianfeng, Wu, Sijia, Zhang, Hui, Huang, Ziwei, Wang, Qiuting, Cao, Wenyue, Tang, Yu, Wang, Xiaoyu | Land Use/Land Cover Classification | |
| Identifying surface sulphur dioxide (SO2) monitoring gaps in Saint John, Canada with land use regression and hot spot mapping | Siu, Tsz Kin, Greene, Christopher S., Fong, Kelvin C. | Land Use/Land Cover Classification, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | |
| Impact of Urbanization on Surface Temperature in Morocco: A Multi-City Comparative Study | Lachkham, Mohamed Amine, Bounoua, Lahouari, Ed-dahmany, Noura, Yacoubi Khebiza, Mohammed | Land Use/Land Cover Classification | |
| Impact of groundwater overextraction and agricultural irrigation on | Yan, Heng, Xie, Zhenghui, Jia, Binghao, Li, Ruichao, Wang, Longhuan, Tian, Yuhang, You, Yanbin | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy, Shortwave Radiation, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Root Zone Soil Moisture, Surface Soil Moisture | |
| Improvement of land surface phenology monitoring by fusing VIIRS | Gao, Shuai, Zhang, Xiaoyang, Shen, Yu, Tran, Khuong H., Ye, Yongchang, Liu, Yuxia | Land Use/Land Cover Classification, Plant Phenology, Plant Phenological Changes | |
| Importance of N2O in greenhouse gas budgets of tropical peatlands | Parn, Jaan, Espenberg, Mikk, Soosaar, Kaido, Kasak, Kuno, Thayamkottu, Sandeep, Schindler, Thomas, Ranniku, Reti, Sohar, Kristina, Malaverri, Lizardo Fachin, Melling, Lulie, Mander, Ulo | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Impacts of Typhoon-Induced Heavy Rainfall on the Dynamic of Particulate Organic Matter in a Semi Enclosed Bay With Multiple River Inputs | Li, Shanshan, Liang, Shengkang, Yang, Yanqun, Xu, Zehao, Yu, Xihua, Zhang, Mingzheng, Li, Hongguan, Ma, Haoyang | Land Use/Land Cover Classification | |
| Improving AMSR2-derived Snow Depth Spatial Resolution Through | Ghofrani Esfahani, Ali, Moradizadeh, Mina, Srivastava, Prashant K. | Land Use/Land Cover Classification | |
| Improving crop condition monitoring using phenologically aligned | Zhao, Haoteng, Gao, Feng, Anderson, Martha, Cirone, Richard, Chang, Geba Jisung | Land Use/Land Cover Classification | |
| Highly protected areas buffer against aridity thresholds in global drylands | Delgado-Baquerizo, Manuel, Eldridge, David J., Feng, Youzhi, Zhang, Jianwei, Guirado, Emilio | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology | |
| Guiding cultivar choice in smallholder agriculture: Identifying suitability hotspots for maturity groups of field crops | Grewer, Uwe, de Voil, Peter, MacCarthy, Dilys S., Rodriguez, Daniel | Land Use/Land Cover Classification | |
| Global-scale gap filling of satellite soil moisture products: Methods | Zhang, Chunlin, Zeng, Jiangyuan, Shi, Pengfei, Ma, Hongliang, Letu, Husi, Zhang, Xiang, Wang, Panshan, Bi, Haiyun, Rong, Jiaming | Land Use/Land Cover Classification | |
| Globally Mapping the Nitrogen Stable Isotope Ratios of Terrestrial Vegetation From 1984 to 2022 | Yang, Jinyan, Zhang, Haiyang, Guo, Yiqing, Donohue, Randall J., McVicar, Tim R., Ferrier, Simon, Muller, Warren, Lu, Xiaotao, Fang, Yunting, Wang, Xiaoguang, Reich, Peter B., Han, Xingguo, Mokany, Karel | Land Use/Land Cover Classification | |
| Global terrestrial nitrogen fixation and its modification by agriculture | Reis Ely, Carla R., Perakis, Steven S., Cleveland, Cory C., Menge, Duncan N. L., Reed, Sasha C., Taylor, Benton N., Batterman, Sarah A., Clark, Christopher M., Crews, Timothy E., Dynarski, Katherine A., Gei, Maga, Gundale, Michael J., Herridge, David F., Jovan, Sarah E., Kou-Giesbrecht, Sian, Peoples, Mark B., Piipponen, Johannes, Rodriguez-Caballero, Emilio, Salmon, Verity G., Soper, Fiona M., Staccone, Anika P., Weber, Bettina, Williams, Christopher A., Wurzburger, Nina | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Informing grassland ecosystem modeling with in-situ and remote | Arteaga, Johny, Hartman, Melannie D, Parton, William J, Chen, Maosi, Gao, Wei | Land Use/Land Cover Classification | |
| Integrating multi-scale terrestrial and atmospheric predictors enhances | Jimenez, Miguel F, Khalighifar, Ali, Burt, Carolyn S, Black, Cheyenne A, Len-Corwin, Maggie, Fox, Andrew S, Jenkins-Smith, Hank C, Silva, Carol L, Trankina, Grace E, Kelly, Jeffrey F, Horton, Kyle G | Land Use/Land Cover Classification | |
| Integrating Sentinel-1/2 Imagery and Climate Reanalysis for Monthly Bare | Liu, Aobo, Chen, Yating | Land Use/Land Cover Classification | |
| Mapping seamless surface water dynamics over East Africa semimonthly at | Wang, Zirui, Hao, Zhen, Yang, Qichi, Mapfumo, Paul, Nyakudya, Elijah, Du, Yun, Yan, Xue, Ling, Feng | Land Use/Land Cover Classification | |
| Minimal expansion of shrubland on the Tibetan Plateau over the past three decades | Liu, Li, Yao, Daijun, Zhao, Guang, Zheng, Zhoutao, Zong, Ning, Zhao, Yan, Huang, Ke, Cong, Nan, Zhang, Yu, Jiang, Qianxin, He, Yunlong, Wu, Wenchao, Zhang, Yangjian | Land Use/Land Cover Classification | |
| Land Cover Changes Redistribute China's Water Resources Through | An, Qiang, Liu, Liu, Staal, Arie, Yang, Kun, Cheng, Yongming, Liu, Jing, Huang, Guanhua | 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, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Local GDP Estimates Around the World | Rossi-Hansberg, Esteban, Zhang, Jialing | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Local temperature impact of urban heat mitigation strategy based on WRF | Chen, Jingqi, Dong, Na, Liu, Zhen, Chen, Yimin, Luo, Ming, Huang, Huabing | Land Use/Land Cover Classification | |
| Long-term global trends and influencing factors of surface urban cool and heat islands | Qiu, Ruihan, Zhan, Qingming, Tu, Shiqi | Land Use/Land Cover Classification | |
| Large-scale diurnal responses of solar-induced chlorophyll fluorescence | Zhao, Dayang, Zhang, Zhaoying, Zhang, Yongguang | Land Use/Land Cover Classification, Reflectance, Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Livestock production losses attributable to brucellosis in northern and | Mendes, Angelo J. F., Haydon, Daniel T., de Glanville, William A., Bodenham, Rebecca F., Lukambagire, AbdulHamid S., Johnson, Paul C. D., Shirima, Gabriel M., Cleaveland, Sarah, McIntosh, Emma, Hanley, Nick, Halliday, Jo E. B. | Land Use/Land Cover Classification |