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 |
|---|---|---|---|
| Responses of the Urban Atmospheric Thermal Environment to Two Distinct | Zhao, Yang, Zhong, Lei, Zhou, Keqi, Liu, Bin, Shu, Weixi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Resolving controversies surrounding carbon sinks from carbonate | Bai, Xiaoyong, Zhang, Sirui, Smith, Pete, Li, Chaojun, Xiong, Lian, Du, Chaochao, Xue, Yingying, Li, Zilin, Long, Mingkang, Li, Minghui, Zhang, Xiaoyun, Yang, Shu, Luo, Qing, Shen, Xiaoqian | Land Use/Land Cover Classification | |
| Response of grassland growing season length to extreme climatic events on the Qinghai-Tibetan Plateau | Zhong, Run, Yan, Kai, Gao, Si, Yang, Kai, Zhao, Shuang, Ma, Xuanlong, Zhu, Peng, Fan, Lei, Yin, Gaofei | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Satellite observations reveal a decreasing albedo trend of global cities | Wu, Shengbiao, Lin, Xingwen, Bian, Zunjian, Lipson, Mathew, Lafortezza, Raffaele, Liu, Qiang, Grimmond, Sue, Velasco, Erik, Christen, Andreas, Masson, Valery, Crawford, Ben, Ward, Helen Claire, Chrysoulakis, Nektarios, Fortuniak, Krzysztof, Parlow, Eberhard, Pawlak, Wlodzimierz, Tapper, Nigel, Hong, Jinkyu, Hong, Je-Woo, Roth, Matthias, An, Jiafu, Lin, Chen, Chen, Bin | Land Use/Land Cover Classification | |
| The impact of carbon emission trading schemes on China's economic inequalities between and within urban and rural areas based on the satellite data: a county-level ... | Gao, Ming, Song, Malin, Liu, Yu, Chen, Jiandong | Land Use/Land Cover Classification | |
| The impact of climate change and human activities on the change in the net primary productivity of vegetationtaking Sichuan Province as an example | Dai, Tangrui, Dai, Xiaoai, Lu, Heng, He, Tao, Li, Weile, Li, Cheng, Huang, Shengqi, Huang, Yiyang, Tong, Chenbo, Qu, Ge, Shan, Yunfeng, Liang, Shuneng, Liu, Dongsheng | 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) | |
| 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 | |
| Understanding the Influence of Urban Form on the Spatial Pattern of | Lu, Yanle, Yu, Zhou, Albertson, John D., Chen, Haonan, Hu, Leiqiu, Pendergrass, Angeline, Chen, Xiaodong, Li, Qi | Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, 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 | |
| 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 | |
| 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 | |
| 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) | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| The influence of climatic and environmental variables on sunflower planting season suitability in Tanzania | Beteri, John, Lyimo, James Godfrey, Msinde, John Victor | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| The role of root dynamics on the climate sensitivity of ecohydrological processes of over-and understory in a semi-arid groundwater-dependent ecosystem | Liu, Qiyue, Barros, Ana P. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | |
| Utilizing MODIS remote sensing and integrated data for forest fire | Dastour, Hatef, Hassan, Quazi K | Land Use/Land Cover Classification |