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 |
|---|---|---|---|
| Context dependence of ecological responses to photovoltaic power plants in drylands: evidence from a meta-analysis | Ye, Peng, Yang, Fan, Abulikemu, Abuduwaili, Ma, Mingjie, Liu, Junjian, Zhang, Miaomiao | Land Use/Land Cover Classification | |
| Central Asia photovoltaic potential: Dust impacts and suitability | Gan, Ying, Zhang, Zhe, Li, Zhiyi, Luo, Ziheng | Land Use/Land Cover Classification | |
| Disentangling the effects of FPAR, CO2, and climate on terrestrial | Pu, Jiabin, Gao, Si, Yan, Kai, Sun, Xian, Winkler, Alexander J., Wang, Qiao, Myneni, Ranga B. | Land Use/Land Cover Classification | |
| Dramatic increase in ecosystem respiration causes record-breaking atmospheric CO2 growth rate in 2024 | Dong, Guanyu, Jiang, Fei, Ju, Weimin, Penuelas, Josep, Ciais, Philippe, Zhang, Yongguang, Xiao, Jingfeng, Wang, Xuhui, Yuan, Wenping, Huang, Yuanyuan, Yue, Chao, Liu, Liangyun, Li, Xing, Fan, Lei, van der Werf, Guido R., Wu, Mousong, Wang, Jun, Zhou, Yanlian, Tian, Jiaqi, Wang, Hengmao, He, Wei, Zhang, Lingyu, Lv, Guoyuan, Zhang, Yuanyuan, Chen, Jing M. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Drought characteristics and their impact on vegetation net primary | Zhang, Xueying, Zhang, Bo, Hou, Xiao, An, Di, Wu, Zhexi | Land Use/Land Cover Classification | |
| Dynamic Lake Ice Conditions Shape Caribou WaterCrossing Behavior in the Arctic | Liao, Qianru, Gurarie, Eliezer, Fagan, William F. | Land Use/Land Cover Classification, Albedo, Anisotropy | |
| Evapotranspiration declines prolonged by deforestation and fire in South American biomes | Ahmad, Shahryar K., Holmes, Thomas R., Kumar, Sujay V., Lahmers, Timothy M., Konapala, Goutam, Getirana, Augusto, Nie, Wanshu, Liu, Pang-Wei, Hain, Christopher R., Locke, Kim A., Libonati, Renata | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| First global carbon dynamics from an observational and process-informed | Zhu, Songyan, Dong, Wenquan, Myrgiotis, Vasileios, Xu, Jian, Reyes-Munoz, Pablo, Gharun, Mana, Ma, Rui, Chen, Man, Dash, Jadu | Land Use/Land Cover Classification | |
| Forecasting the impact of climate change on Kalappia celebica distribution: current insights and conservation recommendations | Husna, Yudaputra, Angga, Tuheteru, Faisal Danu, Wardhani, Fitriany Amalia, Handoko, Unggul, Albasri, Arif, Asrianti, Rahmat, Nurdin, Wiwin Rahmawati, Tuwu, Eka Rahmatiah, Muhammad Erif, La Ode, Siregar, Mustaid, Munawaroh, Esti, Astuti, Inggit Puji, Handayani, Tri, Kurniawan, Vandra, Rachmadiyanto, Arief Noor, Siregar, Hartutiningsih M., Raharjo, Puguh Dwi, Widiana, Ana, Cropper, Wendell P. | Land Use/Land Cover Classification | |
| Frequent DryHot Extremes Slow the Loss of SemiArid Ecosystem Resilience | Shi, Guanghuan, Wei, Di, Qi, Mingliang, Zhang, Ziqi, Niu, Haolei, Zhang, Yun, Wang, Bo | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity | |
| Global forest dataset incongruence creates high uncertainties for | Castle, Sarah E., Newton, Peter, Oldekop, Johan A., Baylis, Kathy, Miller, Daniel C. | Land Use/Land Cover Classification | |
| High Spatio-Temporal Resolution CYGNSS Reflectivity Reconstruction via | Li, Xiangle, Yang, Wentao, Wang, Dong, Li, Weixin, Wang, Dandan, Yang, Lei | Land Use/Land Cover Classification | |
| Higher optimal temperature for vegetation transpiration than for photosynthesis | Xia, Haoyu, Zhang, Fangyue, Ciais, Philippe, Stoy, Paul C., Penuelas, Josep, Lian, Xu, Wang, Ying-Ping, Makowski, David, Luo, Yiqi, Niu, Shuli, Yu, Guirui, Huang, Jing, Wang, Xiang, Zahn, Einara, Fu, Zheng | Land Use/Land Cover Classification | |
| Development of Gridded Root-Zone Soil Moisture Product for India | Chuphal, Dipesh Singh, Abhishek, Kushwaha, Anuj Prakash, Vangala, Gayathri, Mishra, Vimal | Land Use/Land Cover Classification | |
| Multi-layer model requires accurate information of vertical structure to | Xie, Jiangliu, Yin, Gaofei, Lin, Shangrong, Xin, Xiaozhou, Zhang, Hu, Liu, Xinjie, Liu, Qinhuo, Verger, Aleixandre, Descals, Adria, Filella, Iolanda, Penuelas, Josep | Land Use/Land Cover Classification | |
| Modeling forest bird distributions with bioclimatic, forest composition, and GEDI fusion forest structure variables: the importance of ecoregional perspectives | Elliott, Lisa H, Vogeler, Jody C, Holbrook, Joseph D, Barry, Brent R, Vierling, Kerri T | Land Use/Land Cover Classification | |
| PeatDepth-ML: a global map of peat depth predicted using machine learning | Skye, Jade, Melton, Joe R., Goldblatt, Colin, Gallego-Sala, Angela, Garneau, Michelle, Winton, Scott | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Normalized Difference Vegetation Index (NDVI), Vegetation Index, Brightness Temperature, Surface Soil Moisture | |
| Prediction of suitable habitat and spread of Leptoglossus occidentalis in East Asia | Miao, Lexing, Xia, Canwei | Land Use/Land Cover Classification | |
| Status of Biomass Burning in China (2012 2024): A Satellite-Based Spatiotemporal Assessment | Yang, Guangyi, Liu, Fei, Zhu, Guangqin, Yang, Ling, Zhao, Hongmei, Chen, Guolei | Land Use/Land Cover Classification | |
| Survival of a Long-Lived Avian Scavenger: Implications of Age, Season | Hudson, Spencer B., Tillman, Eric A., Wahl, Marian L., Zollner, Patrick A., Ross, Caryn D., DeVault, Travis L., Beasley, James C., NavedaRodriguez, Adrian, Rush, Scott A., Osterhoudt, Noah M., Kelly, Jeffrey F., Duerr, Adam E., Humberg, Lee A., Dunlap, Brett G., Neil, Chad, Forbes, John T., Glass, Harris, Guerrant, Travis L., Byrd, Robert W., Kavouriaris, Philip W., Darracq, Andrea K., Springer, Matthew T., Kluever, Bryan M. | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Spatiotemporal dynamics and climatic-anthropogenic drivers of kernel NDVI across Chinas subtropical forests | Yu, Rong, Hou, Rubei, Zhou, Jingjing, Liu, Linmin, Chen, Jingxia, Qu, He, Ding, Su, Ye, Zhi, Chen, Zihang, Pang, Jun, Chen, Jiacheng, Qiu, Shusu | Land Use/Land Cover Classification | |
| Spatiotemporal mapping of protected agriculture and its impacts on water consumption | Villasenor-Reyes, Cecilia Irene, Solorzano, Jonathan V. | Land Use/Land Cover Classification | |
| Revisiting the Urban Heat and Pollution Islands over the Kolkata Metropolitan Area, India | Pandey, Pragya, Tyagi, Bhishma, Kumar, Pradeep, Sahu, Saroj Kumar, Sharma, Kuldeep | Land Use/Land Cover Classification, Albedo, Anisotropy, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatio-temporal patterns and drivers of fire spread and severity: a case study of an extreme wildfire in China's boreal forests | Liu, Qiming, Shen, Zehao, Zhou, Mei | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Spatiotemporal statistical evaluation of recent active and passive | Mousa, B.G., Samat, Alim, Du, Peijun, Abuduwaili, Jilili, Liu, Xiangzhuo, Al-Masnay, Yousef A., Nasri, Adel, Abdelhamid, Marzouk Mohamed Aly | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |