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
Dataset Resources
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Spatiotemporal variation of spring phenology and the corresponding scale | Zhu, Chongjing, She, Xiaojun, Gao, Xiaojie, Huang, Yajun, Zeng, Yelu, Ding, Chao, Fu, Dongjie, Shao, Jing, Li, Yao | Reflectance, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Trajectories of Terrestrial Vegetation Productivity and Its Driving | Gong, Haixing, Wang, Guoyin, Wang, Xiaoyan, Kuang, Zexing, Cheng, Tiantao | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Towards Optimising the Derivation of Phenological Phases of Different | Htitiou, Abdelaziz, Moller, Markus, Riedel, Tanja, Beyer, Florian, Gerighausen, Heike | Land Use/Land Cover Classification | |
| Towards Safe and Sustainable Agricultural Reconstruction in Ukraine: Insights from Satellite-Based Crop Classification Maps | Kussul, Nataliia, Shelestov, Andrii, Yailymova, Hanna, Yailymov, Bohdan, Deininger, Klaus, Lemoine, Guido | Land Use/Land Cover Classification | |
| Using automated machine learning for the upscaling of gross primary productivity | Gaber, Max, Kang, Yanghui, Schurgers, Guy, Keenan, Trevor | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Anisotropy, Primary Production, Gross Primary Production (gpp) | |
| Urban heat island effect and its drivers in large cities of Pakistan | Khan, Najeebullah, Shahid, Shamsuddin | Land Use/Land Cover Classification | |
| Urban spatial structure and commuting-related carbon emissions in China: | Zhang, Bin, Xin, Qingyao, Chen, Siyuan, Yang, Zhiying, Wang, Zhaohua | Land Use/Land Cover Classification | |
| Urbanization signature on hourly rainfall extremes of Kuala Lumpur | Miniandi, Nirwani Devi, Muhammad, Mohd Khairul Idlan, Jamal, Mohamad Hidayat, Shahid, Shamsuddin | Land Use/Land Cover Classification | |
| Utilizing MODIS remote sensing and integrated data for forest fire | Dastour, Hatef, Hassan, Quazi K | Land Use/Land Cover Classification | |
| Two-tier classification framework for mapping grassland types using multisource earth observation data | Zhang, Min, Yu, Wenzheng, Chen, Ang, Xu, Cong, Guo, Jian, Xing, Xiaoyu, Yang, Dong, Wang, Zichao, Yang, Xiuchun | Land Use/Land Cover Classification | |
| Vulnerability of lowland and upland orchids in their spatially response to climate change and land cover change | Yudaputra, Angga, Munawaroh, Esti, Usmadi, Didi, Purnomo, Danang Wahyu, Astuti, Inggit Puji, Puspitaningtyas, Dwi Murti, Handayani, Tri, Garvita, R. Vitri, Aprilianti, Popi, Wawangningrum, Hary, Renjana, Elga, Handini, Elizabeth, Angio, Melisnawati H., Firdiana, Elok Rifqi, Witono, Joko Ridho, Juswara, Lina Susanti, Fijridiyanto, Izu Andry, Ariati, Siti Roosita, Yuzammi, Sudarmono, Sudarmono, Wanda, Irvan Fadli, Wibowo, Aninda Retno Utami, Wati, Richa Kusuma, Hutabarat, Prima Wahyu Kusuma, Raharjo, Puguh Dwi, Mar'atus Solihah, Saniyatun, Saputra, Reza, Cropper, Wendell P. | Land Use/Land Cover Classification | |
| Vertical accuracy of open-source remote sensing data (AW3D30, TanDEM-X, ATLAS) for understory terrain estimation | Huang, Jiapeng, Yang, Yi, Yu, Yang, Zhang, Yue | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Vegetation Water Content Retrieval from Spaceborne GNSS-R and | Zhang, Yongfeng, Bu, Jinwei, Zuo, Xiaoqing, Yu, Kegen, Wang, Qiulan, Huang, Weimin | Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture | |
| Turning Points in Vegetation Phenology Trends and Their Relationship to Climate in Arid Central Asia | Nie, Xingyu, Zhang, Xuan, Hao, Fanghua, Li, Xiran, De Boeck, Hans J., Fu, Yongshuo H. | Land Use/Land Cover Classification | |
| Uncertainties of biogenic VOC emissions caused by land cover data and implications on ozone mitigation strategies for the Yangtze River Delta region | Huang, Ling, Zhao, Xiaohui, Chen, Chuchu, Tan, Jiani, Li, Yuewu, Chen, Hui, Wang, Yangjun, Li, Li, Guenther, Alex, Huang, Huan | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Untangling the environmental drivers of gross primary productivity in African rangelands | Lomax, Guy A., Powell, Thomas W. R., Lenton, Timothy M., Economou, Theo, Cunliffe, Andrew M. | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Unveiling seasonal nitrate contamination dynamics in cropland sub-watersheds: A geo-morphological analysis of the bilate agricultural watershed | Assa, Bereket Geberselassie, Bhowmick, Anirudh, Cholo, Bisrat Elias | Land Use/Land Cover Classification | |
| Tree species diversity drives the land surface phenology of seasonally | Godlee, J. L., Ryan, C. M., Siampale, A., Dexter, K. G. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | |
| Towards an improved representation of the urban heat island effect : A | Bushenkova, Angelina, Soares, Pedro M.M., Johannsen, Frederico, Lima, Daniela C.A. | Land Use/Land Cover Classification | |
| Tracking ecosystem stability across boreal Siberia | Shestakova, Tatiana A., Rogers, Brendan M., Mackey, Brendan, Hugh, Sonia, Norman, Patrick, Kukavskaya, Elena A. | Land Use/Land Cover Classification, Reflectance, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Trend Analysis of MODIS Land Surface Temperature and Land Cover in Central Italy | Ghaderpour, Ebrahim, Mazzanti, Paolo, Bozzano, Francesca, Scarascia Mugnozza, Gabriele | Land Use/Land Cover Classification, Emissivity, Land Surface Temperature | |
| Winter greening on the Tibetan Plateau induced by climate warming over | Lv, Jinxia, Yang, Wei, Shen, Miaogen, Liang, Eryuan, Jiang, Yuan, Chen, Jin, Chen, Xuehong, Jiang, Nan, Liu, Licong, Zhao, Wenwu, Penuelas, Josep | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Anisotropy | |
| Remote sensing-based multi-scale characterization of ecohydrological indicators (EHIs) in India | 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), Leaf Characteristics, Photosynthetically Active Radiation, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Atmospheric Carbon Dioxide, Absorption, Radiative Forcing, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration, Photosynthesis, Primary Production, Vegetation Productivity | |
| Observed and simulated local climate responses to tropical deforestation | Smith, Callum, Robertson, Eddy, Chadwick, Robin, Kelley, Douglas I, Argles, Arthur P K, Coelho, Caio A S, de Souza, Dayana C, Kubota, Paulo Y, Talamoni, Isabela L, Spracklen, Dominick V, Baker, Jessica C A | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Albedo, Anisotropy, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Use/Land Cover Classification | |
| A deep transfer learning framework for mapping high spatiotemporal resolution LAI | Zhou, Junxiong, Yang, Qi, Liu, Licheng, Kang, Yanghui, Jia, Xiaowei, Chen, Min, Ghosh, Rahul, Xu, Shaomin, Jiang, Chongya, Guan, Kaiyu, Kumar, Vipin, Jin, Zhenong | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Leaf Characteristics, Photosynthetically Active Radiation, Reflectance, Anisotropy, Land Use/Land Cover Classification |