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 |
|---|---|---|---|
| Global land use changes are four times greater than previously estimated | Winkler, Karina, Fuchs, Richard, Rounsevell, Mark, Herold, Martin | Land Use/Land Cover Classification | |
| Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 | Robinson, Caleb, Malkin, Kolya, Jojic, Nebojsa, Chen, Huijun, Qin, Rongjun, Xiao, Changlin, Schmitt, Michael, Ghamisi, Pedram, Hansch, Ronny, Yokoya, Naoto | Land Use/Land Cover Classification | |
| Global fuel moisture content mapping from MODIS | Quan, Xingwen, Yebra, Marta, Riano, David, He, Binbin, Lai, Gengke, Liu, Xiangzhuo | Land Use/Land Cover Classification, Reflectance, Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Global increase in wildfire risk due to climatedriven declines in fuel moisture | Ellis, Todd M., Bowman, David M. J. S., Jain, Piyush, Flannigan, Mike D., Williamson, Grant J. | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Evapotranspiration estimates from an energy-water-balance model calibrated on satellite land surface temperature over the Heihe basin | Paciolla, Nicola, Corbari, Chiara, Hu, Guangcheng, Zheng, Chaolei, Menenti, Massimo, Jia, Li, Mancini, Marco | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Factors affecting industrial localization of timber mills in Peninsular Malaysia by econometric and spatial analysis | Zainul Armir, Nur Amira, Zakaria, Sarani, Begum, Rawshan Ara, Ariff, Noratiqah Mohd, Chamhuri, Norshamliza, Harun, Jalaluddin, Talib, Noorlaila Mohd, Kadir, Mohd Amin | Land Use/Land Cover Classification | |
| Factors affecting urban electricity consumptiona case study in the Bangkok Metropolitan Area using an integrated approach of earth observation data and data analysis | Nguyen, Can Trong, Nguyen, Diep Thi Hong, Phan, Diem Kieu | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Exploring the Sensitivity of Recurrent Neural Network Models for Forecasting Land Cover Change | van Duynhoven, Alysha, Dragicevic, Suzana | Land Use/Land Cover Classification | |
| Exploring the applicability and scaling effects of satellite-observed spring and autumn phenology in complex terrain regions using four different spatial resolution products | Chen, Fangxin, Liu, Zhengjia, Zhong, Huimin, Wang, Sisi | Land Use/Land Cover Classification | |
| Extreme fire weather is the major driver of severe bushfires in southeast Australia | Wang, Bin, Spessa, Allan C., Feng, Puyu, Hou, Xin, Yue, Chao, Luo, Jing-Jia, Ciais, Philippe, Waters, Cathy, Cowie, Annette, Nolan, Rachael H., Nikonovas, Tadas, Jin, Huidong, Walshaw, Henry, Wei, Jinghua, Guo, Xiaowei, Liu, De Li, Yu, Qiang | Land Use/Land Cover Classification, Reflectance, Anisotropy, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Great Lakes Runoff Intercomparison Project Phase 3: Lake Erie (GRIP-E) | Mai, Juliane, Tolson, Bryan A., Shen, Hongren, Gaborit, Etienne, Fortin, Vincent, Gasset, Nicolas, Awoye, Herve, Stadnyk, Tricia A., Fry, Lauren M., Bradley, Emily A., Seglenieks, Frank, Temgoua, Andre G. T., Princz, Daniel G., Gharari, Shervan, Haghnegahdar, Amin, Elshamy, Mohamed E., Razavi, Saman, Gauch, Martin, Lin, Jimmy, Ni, Xiaojing, Yuan, Yongping, McLeod, Meghan, Basu, Nandita B., Kumar, Rohini, Rakovec, Oldrich, Samaniego, Luis, Attinger, Sabine, Shrestha, Narayan K., Daggupati, Prasad, Roy, Tirthankar, Wi, Sungwook, Hunter, Tim, Craig, James R., Pietroniro, Alain | Land Use/Land Cover Classification | |
| Green change in the core build-up areas of ChinaInformation from MODIS data | Hong, Changqiao, Jin, Xiaobin | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Habitat prediction modelling for vulture conservation in Gangetic-Thar-Deccan region of India | Jha, Radhika, Jha, Kaushalendra Kumar | Land Use/Land Cover Classification | |
| High resolution middle eastern soil attributes mapping via open data and cloud computing | Poppiel, Raul Roberto, Dematte, Jose Alexandre Melo, Rosin, Nicolas Augusto, Campos, Lucas Rabelo, Tayebi, Mahboobeh, Bonfatti, Benito Roberto, Ayoubi, Shamsollah, Tajik, Samaneh, Afshar, Farideh Abbaszadeh, Jafari, Azam, Hamzehpour, Nikou, Taghizadeh-Mehrjardi, Ruhollah, Ostovari, Yaser, Asgari, Najmeh, Naimi, Salman, Nabiollahi, Kamal, Fathizad, Hassan, Zeraatpisheh, Mojtaba, Javaheri, Fatemeh, Doustaky, Maryam, Naderi, Mehdi, Dehghani, Somayeh, Atash, Saeedeh, Farshadirad, Akram, Mirzaee, Salman, Shahriari, Ali, Ghorbani, Maryam, Rahmati, Mehdi | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| High spatial resolution topsoil organic matter content mapping across desertified land in northern China | Junting, Yang, Xiaosong, Li, Bo, Wu, Junjun, Wu, Bin, Sun, Changzhen, Yan, Zhihai, Gao | Land Use/Land Cover Classification, Carbon, Cation Exchange Capacity, Organic Matter | |
| Growing spatial overlap between dam-related flooding, cropland and domestic water points: A waterenergyfood nexus management challenge in Malawi and ... | Li, Chengxiu, Yu, Weiyu, Dzodzomenyo, Mawuli, Asamoah, Moses, Kerapetse, Catherine Tlotlo, Kandel, Matt, Wright, Jim | Land Use/Land Cover Classification | |
| Assessment of properties of vegetation phenology in fire-affected areas from 2000 to 2015in the Peloponnese, Greece | Gemitzi, Alexandra, Koutsias, Nikos | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Biogeography of global drylands | Maestre, Fernando T., Benito, Blas M., Berdugo, Miguel, ConcostrinaZubiri, Laura, DelgadoBaquerizo, Manuel, Eldridge, David J., Guirado, Emilio, Gross, Nicolas, Kefi, Sonia, Le BagoussePinguet, Yoann, OchoaHueso, Raul, Soliveres, Santiago | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Attribution of climate change and human activities to urban water level alterations and factors importance analysis in Central Taihu Basin | Gao, Qianyu, Li, Guofang, Li, Zhenyang | Land Use/Land Cover Classification | |
| Assessment of Water Quantity | Bardossy, Andras, El Hachem, Abbas | Land Use/Land Cover Classification | |
| Assessment of land degradation on the ground and from above | Kirui, Oliver K., Mirzabaev, Alisher, von Braun, Joachim | Land Use/Land Cover Classification | |
| Assessing variability of optimum air temperature for photosynthesis across site-years, sites and biomes and their effects on photosynthesis estimation | Chang, Qing, Xiao, Xiangming, Doughty, Russell, Wu, Xiaocui, Jiao, Wenzhe, Qin, Yuanwei | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Reflectance | |
| Assessing vegetation response to multi-scalar drought across the mojave, sonoran, chihuahuan deserts and apache highlands in the Southwest United States | Khatri-Chhetri, Pratima, Hendryx, Sean M., Hartfield, Kyle A., Crimmins, Michael A., Leeuwen, Willem J. D. van, Kane, Van R. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Application of the regression-augmented regionalization approach for btop model in ungauged basins | Zhu, Ying, Liu, Lingxue, Qin, Fangling, Zhou, Li, Zhang, Xing, Chen, Ting, Li, Xiaodong, Ao, Tianqi | Land Use/Land Cover Classification | |
| Assessment of biomass-burning types and transport over Thailand and the associated health risks | Punsompong, Praphatsorn, Pani, Shantanu Kumar, Wang, Sheng-Hsiang, Bich Pham, Thao Thi | Land Use/Land Cover Classification |