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 |
|---|---|---|---|
| Mapping near-real-time soil moisture dynamics over Tasmania with transfer learning | Widyastuti, Marliana Tri, Padarian, Jose, Minasny, Budiman, Webb, Mathew, Taufik, Muh, Kidd, Darren | 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 | |
| Long-Term and Seasonal Drivers of Organic Matter in the Clearwater | Kurek, Martin R., Muniz, Rafael, Moura, Jose M. S., PeuckerEhrenbrink, Bernhard, Holmes, Robert M., McKenna, Amy M., Spencer, Robert G. M. | Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | |
| 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 | |
| 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 | |
| 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 | |
| Late spring frost delays tree spring phenology by reducing | Wang, Jinmei, Hua, Hao, Guo, Jing, Huang, Xu, Zhang, Xin, Yang, Yuchuan, Wang, Danying, Guo, Xiali, Zhang, Rui, Smith, Nicholas G., Rossi, Sergio, Penuelas, Josep, Ciais, Philippe, Wu, Chaoyang, Chen, Lei | Land Use/Land Cover Classification | |
| Local GDP Estimates Around the World | Rossi-Hansberg, Esteban, Zhang, Jialing | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| 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 | |
| Machine learning data fusion for high spatio-temporal resolution | Porcheddu, Andrea, Kolehmainen, Ville, Lahivaara, Timo, Lipponen, Antti | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| Landscape change and perception along historical railway: the case of Yunnan-Vietnam Railway, China | Sang, Kun, Xiang, Luoning, Lin, Guiye | 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) | |
| Land quality degradation exacerbates the impact of drought on vegetation in Northeast China | Gao, Shenghang, Huang, Shengzhi, Guo, Hui, Yan, Haokui, Zhang, Lin, Li, Yifei, Guo, Wenwen, Zhu, Xueying, Ling, Hongbo, Ma, Ling, Tao, Wanghai, Leng, Guoyong, Huang, Qiang | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| 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) | |
| Integrating Sentinel-1/2 Imagery and Climate Reanalysis for Monthly Bare | Liu, Aobo, Chen, Yating | Land Use/Land Cover Classification | |
| Integrating the Interconnections Between Groundwater and Land Surface | Maina, Fadji Z., Rosen, Dan, Abbaszadeh, Peyman, Yang, Chen, Kumar, Sujay V., Rodell, Matthew, Maxwell, Reed | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthetically Active Radiation, Leaf Characteristics, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Integrating the Unknowns Into Cumulative Human Impact Assessment Identifies Extensive Areas of Mangroves in Southeast Asia Under Human Pressure | Ngo, Thuy Hao, Fang, Qinhua, Liang, Zhongyao, Hu, Huijuan, Ma, Deqiang | Land Use/Land Cover Classification | |
| Interplay between snow phenology and vegetation phenology in Alaska under climate change | Mu, Ya-Qiong, Che, Tao, Dai, Li-Yun, Liu, Shi-Wei, Wang, Gui-Gang | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| 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 | |
| Investigating snow cover duration changes based on a cloud-free snow | Yan, Dajiang, Zhang, Yinsheng | Land Use/Land Cover Classification | |
| 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 | |
| Increased terrestrial ecosystem respiration in China estimated by land-atmosphere coupling model | Wang, Tuanhui, Zhang, Yue, Turup, Abdusalam, Zhang, Aiguo, Li, Longhui | Land Use/Land Cover Classification | |
| Increasing Cumulative Impacts of Droughts Under Climate Change Does Not Alter the Ecosystem Resilience in India | Bejagam, Vijaykumar, Sharma, Ashutosh | Land Use/Land Cover Classification | |
| Increasing global human exposure to wildland fires despite declining burned area | Teymoor Seydi, Seyd, Abatzoglou, John T., Jones, Matthew W., Kolden, Crystal A., Filippelli, Gabriel, Hurteau, Matthew D., AghaKouchak, Amir, Luce, Charles H., Miao, Chiyuan, Sadegh, Mojtaba | Land Use/Land Cover Classification, Reflectance | |
| Improving AMSR2-derived Snow Depth Spatial Resolution Through | Ghofrani Esfahani, Ali, Moradizadeh, Mina, Srivastava, Prashant K. | Land Use/Land Cover Classification |