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 |
|---|---|---|---|
| Fire emission abatement potential by shifting fire regimes in global savannas: a reassessment using the fifth version of the Global Fire Emissions Database (GFED5) | Vernooij, Roland, Eames, Tom, van Wees, Dave, Chen, Yang, Randerson, James T., Russell-Smith, Jeremy, Yates, Cameron, van der Werf, Guido R. | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Identifying conservation gaps and proposing climate-smart strategies for | Sui, Lu-Lu, Yao, Zhong-Yi, Ma, Shun, Shi, Sheng-Chao, Shi, Xiu-Dong, Liang, Li-Wen, Tan, Song, Wang, Jie, Cai, Bo, Xie, Feng, Chen, Jing-Feng, Wang, Bin, Jiang, Jian-Ping, Qi, Yin | Land Use/Land Cover Classification | |
| 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, Shortwave Radiation, Vapor Pressure | |
| Impact Matters: Detection and Early Warning of Agriculturally Impactful | Mohammadi, Koushan, Wang, Guiling | Land Use/Land Cover Classification, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff | |
| Hydrological drivers of maize productivity: A new analytical framework | Zhang, Qichen, Shen, Xiaofang, Dong, Weihong, Su, Xiaosi, Wan, Yuyu, Lyu, Hang, Song, Tiejun | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity | |
| Improved daily PM2.5 estimates in India reveal inequalities in recent enhancement of air quality | Kawano, Ayako, Kelp, Makoto, Qiu, Minghao, Singh, Kirat, Chaturvedi, Eeshan, Dahiya, Sunil, Azevedo, Ines, Burke, Marshall | Population Size, Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness | |
| Improved evapotranspiration estimation using the Penman-Monteith | Jawad, Muhammad, Behrangi, Ali, Farmani, Mohammad Ali, Qiu, Yuan, Sohi, Hossein Yousefi, Gupta, Aniket, Niu, Guo-Yue | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux, 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 | |
| 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 | |
| Improving AMSR2-derived Snow Depth Spatial Resolution Through | Ghofrani Esfahani, Ali, Moradizadeh, Mina, Srivastava, Prashant K. | Land Use/Land Cover Classification | |
| Improved global estimates of terrestrial evapotranspiration using the MODIS and VIIRS sensors | Endsley, K. Arthur, Zhao, Maosheng, Kimball, John S., Albrethsen, Tyler, Devadiga, Sadashiva | Albedo, Anisotropy, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Reflectance, Topographical Relief Maps, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| 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 | |
| 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) | |
| How does bias correction impact simulated drought characteristics by | Nguyen-Ngoc-Bich, Phuong, Le, Manh-Hung, Phan-Van, Tan, Ngo-Duc, Thanh, Tran-Bui-Anh, Tuan, Trinh-Tuan, Long, Ngo-Thi-Thanh, Huong, Pham-Tien, Dat, Tangang, Fredolin T., Juneng, Liew, Cruz, Faye, Chung, Jing Xiang, Dado, Julie, Santisirisomboon, Jerasorn, Bolten, John D., Lakshmi, Venkataraman | Land Use/Land Cover Classification | |
| Greenspace mitigates the global disease and economic burdens of non-communicable diseases | Qiu, Hui-Ling, Xie, Yu-Ting, Zhou, Gang-Long, Zhu, Shi-Fu, Zhao, Tianyu, Heinrich, Joachim, Bloom, Michael S., Huang, Wen-Zhong, Lau, Sam S.S., Zhang, Yi-Dan, Li, Jia-Xin, Wang, Lu, Zhu, Xiao-Qi, Jiang, Jian-Cheng, Lin, Shao, Zou, Xiao-Guang, Li, Li, Dong, Guang-Hui, Fan, Shu-Jun, Yang, Bo-Yi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 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 |