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 |
|---|---|---|---|
| Regionalization in global hydrological models and its impact on runoff simulations: a case study using WaterGAP3 (v 1.0. 0) | Kupzig, Jenny, Kupzig, Nina, Florke, Martina | Land Use/Land Cover Classification | |
| Reducing Resolution Dependency of Dust Emission Modeling Using | Chappell, Adrian, Hennen, Mark, Schepanski, Kerstin, Dhital, Saroj, Tong, Daniel | Land Use/Land Cover Classification, Reflectance, Albedo, Anisotropy | |
| 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 | |
| Seasonal variation in land cover estimates reveals sensitivities and | Myers, Daniel T., Jones, David, Oviedo-Vargas, Diana, Schmit, John Paul, Ficklin, Darren L., Zhang, Xuesong | Land Use/Land Cover Classification | |
| Spatio-temporal assessment of land use and land cover dynamics in Urmia lake basin of Iran: A bi-directional approach using optical and radar data on the Google Earth Engine platform | Jahanbakhsh, Mahsa, Esmaeily, Ali, Pour, Amin Beiranvand | Land Use/Land Cover Classification | |
| Spatio-temporal characterization of phenotypic resistance in malaria | Ibrahim, Eric Ali, Wamalwa, Mark, Odindi, John, Tonnang, Henri E. Z. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatio-temporal heterogeneity and driving mechanism of ecosystem water | Wang, Feiyu, Xia, Jun, Zou, Lei, Zhang, Liping, Li, Xiaoyang, Yu, Jiarui | Albedo, Anisotropy, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, 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, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Spatiotemporal Variability in Snow and Land Cover in Sefid-Rud Basin, Iran | Entezami, Hersh, Mojarrad, Firouz, Shahabi, Himan, Ghaderpour, Ebrahim | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | |
| Reconciling Global Terrestrial Evapotranspiration Estimates From Multi-Product Intercomparison and Evaluation | Cai, Yaoting, Xu, Qingchen, Bai, Fan, Cao, Xueqi, Wei, Zhongwang, Lu, Xingjie, Wei, Nan, Yuan, Hua, Zhang, Shupeng, Liu, Shaofeng, Zhang, Yonggen, Li, Xueyan, Dai, Yongjiu | Land Use/Land Cover Classification | |
| Revisiting the consistency of MODIS LAI products from a new perspective | Peng, Rui, Yan, Kai, Liu, Jinxiu, Gao, Si, Pu, Jiabin, Maeda, Eduardo Eiji, Zhu, Peng, Knyazikhin, Yuri, Myneni, Ranga B. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Rising lake levels in central East Africa are driven by increasing rainfall and land-use intensification | Byrne, Aidan, Norris, Ken, Chadwick, Michael A., Avery, Sean, Olaka, Lydia, Tebbs, Emma J. | Population Size, Land Use/Land Cover Classification | |
| 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 | |
| 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) | |
| 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) | |
| Quantifying the Cooling Effect of Urban Greening Driven by Ecological Restoration Projects in China | Xu, Dong, Bai, Tingting, Yang, Lin, Zhou, Yuyu, Chen, Bin, Xu, Haifeng, Song, Yongze, Yuan, Yuan, Cui, Yuanzheng, Meng, Lin, Xia, Ziqian, Chen, Min, Xu, Zhenci, Zhao, Peng, Dong, Guihua, Zhang, Lei, Zhao, Jiacheng, Wu, Wanben, Wang, Wei, Zhao, Liu, Cheng, Jie, Ciais, Philippe | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Surface Temperature, Emissivity | |
| Recent Global Distribution of Aridity Index and Land Use in Arid Regions | Kimura, Reiji, Moriyama, Masao | Land Use/Land Cover Classification | |
| Quantifying the relative importance of influencing factors on NPP in Hengduan Mountains of the Tibetan Plateau from 2002 to 2021: A Dominance Analysis | Long, Boyin, Zeng, Changli, Zhou, Tao, Yang, Zhihan, Rao, Fuping, Li, Jingji, Chen, Guo, Tang, Xiaolu | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Biomass Dynamics, Biomass | |
| Projected decline in the strength of vegetation carbon sequestration under climate change in India | Bejagam, Vijaykumar, Sharma, Ashutosh, Wei, Xiaohua | Land Use/Land Cover Classification | |
| Projecting Surface Water Area Under Different Climate and Development | Gaines, Mollie D., Tulbure, Mirela G., Perin, Vinicius, Composto, Rebecca, Tiwari, Varun | Land Use/Land Cover Classification | |
| 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 | |
| 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 | |
| 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 | |
| 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 |