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 |
|---|---|---|---|
| Nonlinear impacts of urban size and vegetation cover on global surface | Jiang, Song, Zhao, Yongling, Zhao, Lei, Strebel, Dominik, Derome, Dominique, Urge-Vorsatz, Diana, Carmeliet, Jan, Peng, Jian | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Optimizing Soil Moisture-Runoff Coupling Strength With Remotely Sensed | Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Brocca, Luca, Zhao, Long, He, Hai, Fan, Hui | Carbon, Cation Exchange Capacity, Organic Matter, Land Use/Land Cover Classification, Surface Soil Moisture | |
| Prediction to Prevention: Comparative Machine Learning Models for Early Intervention of Dactyloctenium radulans in Australia | Asaduzzaman, Md, Mandal, Mohammad Shamim Hasan, Koetz, Eric, Rahman, Azizur, Masum, Sheikh Muhammad | Land Use/Land Cover Classification | |
| Protected areas influence fire regimes globally | Cardil, A., Rodrigues, M., Ascoli, D., Ortega, M., Quinones, T., Erdozain, M., Oliveras Menor, I., Spadoni, G.L., Ramirez, J., Molina, J.R., Mouillot, F., Silva, C.A., Mohan, M., Martinez-Bentue, C., de-Miguel, S. | Land Use/Land Cover Classification | |
| Projected impacts of climate change on malaria in Africa | Symons, Tasmin L., Moran, Alexander, Balzarolo, Ann, Vargas, Camilo, Robertson, Mairi, Lubinda, Jailos, Saddler, Adam, McPhail, Michael, Harris, Joseph, Rozier, Jennifer, Browne, Annie, Amratia, Punam, Bertozzi-Villa, Amelia, Bhatt, Samir, Cameron, Ewan, Golding, Nick, Smith, David L., Noor, Abdisalan M., Rumisha, Susan F., Palmer, Matthew D., Weiss, Daniel J., Desai, Naomi, Potere, David, Sukitsch, Nicholas, Woods, Wendy, Gething, Peter W. | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Latitudinal variation in temperature dominance of domestic water use | Cheng, Qinzi, Zhang, Weiguo, Lam, Nina Siu Ngan, Yin, Jie | Population Size, Land Use/Land Cover Classification | |
| Niche modelling reveals conservation challenges and priorities for the threatened Pampas Meadowlark in South American agroecosystems | Alvarez, A. G., La Sala, L. F., Cozzani, N. C., Tizon, F. R., Zalba, S. M. | Land Use/Land Cover Classification | |
| On the calculation of the land cover and management factor in soil | Latella, Melissa, Santini, Monia, Balzarolo, Manuela | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Pest risk modelling for climate-smart vegetable production in East Africa | Agbodjan, Marc Marin, Agboka, Komi Mensah, Odindi, John, Abdel-Rahman, Elfatih, Mutanga, Onisimo, Chidawanyika, Frank, Tanga, Chrysantus, Mutyambai, Daniel Munyao, Subramanian, Sevgan, Sokame, Bonoukpoe Mawuko | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| Photosynthetic optimum temperature plays a minor role in the increase of terrestrial carbon uptake from 2000 to 2019 | Xu, Chongyang, Liu, Hongyan, Yakir, Dan, Liang, Boyi, Zhu, Xinrong, Zhou, Yu, Belelli Marchesini, Luca, Bonal, Damien, Buchmann, Nina, Brummer, Christian, Cleverly, Jamie, Feng, Siwen, Korkiakoski, Mika, Liddell, Michael J., Mauder, Matthias, Montagnani, Leonardo, Varlagin, Andrej, Vitale, Luca, Wang, Songhan, Woodgate, William, Grunzweig, Jose M. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Atmospheric Carbon Dioxide, Respiration Rate, Air Temperature, Surface Winds, Net Radiation, Heat Flux, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Large-scale within-breeding season movements of a long-distance migratory bird, Coccyzus americanus (Yellow-billed Cuckoo) | Wyman, Bridget M, Stanley, Calandra Q, Cueto, Victor R, Areta, Juan I, Cacciali, Pier, Tracy, Diane, McNeil, Shannon E, Marra, Peter P | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| MaxEnt with remote sensing for tea plantation suitability under climate | Wu, Shijie, Tian, Pengfei, Zhu, Xiaochen, Dong, Hengxin, Liu, Shiwen | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Molecular surveillance and predictive risk modelling of avian influenza | Nabil, Nehal M., Tawakol, Maram M., Hagag, Naglaa, Eid, Samah, Brierley, Liam, Naguib, Mahmoud M. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Multi-indicator and probabilistic evaluation of drought and heat | Muntaha, Sidra Tul, Iqbal, Muhammad Farooq | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Sympatric Distribution of Giant Pandas and Red Pandas in Sichuan | Feng, Bin, Zheng, Weichao, Fu, Ying, Duan, Mengyi, Yang, Zhisong, Zhou, Hong | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Inferential modeling of dry deposition across the Ammonia Monitoring | Baublitz, Colleen B., Walker, John T., Wu, Zhiyong, Bash, Jesse O., Bell, Michael D., Pan, Da | Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Photosynthetically Active Radiation | |
| Investigating LST evolution and heatwave patterns using machine learning in the Beijing-Tianjin-Hebei Urban agglomeration | Liu, Chen, Zhang, Maomao | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Land Surface Temperature, Emissivity | |
| Landowner Perceptions of Heronry Conservation in Human-Dominated | Sadik, Allama Shibli, Akash, Muntasir, Datta, Ashis Kumar, Mohsanin, Samiul, SherEAfgan, Md., Akter, Rima, Kabir, Humayun | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Estimating Regional Groundwater Level by Combining Satellite, Model, and Large-Sample Observations Inputs | Cao, Yijing, Zhang, Yongqiang, Chen, Yuyin, Zhang, Xuanze, Tian, Jing, Yang, Xuening, Huang, Qi, Su, Jianzhong | Land Use/Land Cover Classification, Reflectance | |
| Ecological multifunctionality of watersheds increases with tree species richness | Zhang, Jiehao, Reich, Peter B., Song, Conghe, Zhang, Yulong, Chen, Han Y. H., Nabuurs, Gert-Jan, Wang, Xia, He, Tiehu, Dolezal, Jiri, Scherer-Lorenzen, Michael, Paquette, Alain, Viana, Helder, Alberti, Giorgio, Parfenova, Elena, Tchebakova, Nadezhda, Liang, Jingjing, Crowther, Thomas W., de-Miguel, Sergio, Pfautsch, Sebastian, Schall, Peter, Jaroszewicz, Bogdan, Peri, Pablo L., Picard, Nicolas, Zhang, Quanfa, Zhang, Kerong | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity | |
| Enhanced Extreme Precipitation Simulation in China Using NCAR CESM Based | He, Yaqian, Yang, Di, Li, Shuai, Cheng, Linyin, Fang, Fang | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Enhancing 3 km soil moisture retrieval: data fusion of SMAP brightness temperature with GNSS-R reflectivity from Spire and CYGNSS | Li, Ming, Zhang, Jiahua, Braun, John J, Weiss, Jan-Peter, Sleziak-Sallee, Maggie | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Radar Cross-Section, Radar Reflectivity | |
| Spatiotemporal dynamics and coupling analysis of gross primary | Cheng, Bing, Wang, Yong, Tan, Jianbo, Xie, Xinyao, Lu, Xuyang | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Spatiotemporal Evolution Characteristics of GPP and Its Nonlinear Response Mechanisms to Climate Change Across China's Three Major Forest Regions | Zhu, Hongji, Li, Hao, Zeng, Lunpeng, Wang, Haokai, Chen, Chunhua, Yao, Rui, Wang, Pengcheng, Xia, Yu | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | |
| Spatiotemporal Vegetation Trends in Burned Areas of the Americas | Maillard, Oswaldo, Chazdon, Robin L., Aguiar, Sebastian, Mostacedo, Bonifacio, Nunes, Andre, Vidal-Riveros, Cristina, Vides-Almonacid, Roberto | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Plant Phenology |