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 |
|---|---|---|---|
| Soil moisture buffers the impact of precipitation variability on ecosystem productivity | Wang, Huiqi, Bassiouni, Maoya, Kang, Yanghui, Rifai, Sami W., Gherardi, Laureano A., Ukkola, Anna, Keenan, Trevor F. | Brightness Temperature, Surface Soil Moisture, Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Response of Vegetation Phenology to Hydrothermal Variables on the QTP Using EVI and MSAVI | Zhao, Zhijian, Lin, Hui, Wang, Li, Huang, Min, Wu, Lei, Tang, Linling, Yang, Tao, Xiao, Xin | Albedo, Anisotropy, Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Reflectance | |
| 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) | |
| The newly developed Multi-ensemble Biomass-burning Emissions Inventory (MBEI): characterizing and unraveling spatiotemporal uncertainty in global ... | Liu, Xinlu, Sun, Zhongyi, Shi, Chong, Wang, Peng, Nie, Tangzhe, Chu, Qingnan, Shang, Huazhe, Sun, Lu, Ji, Dabin, Guo, Meng, Yi, Kunpeng, Tan, Zhenghong, Wu, Lan, Lu, Xinchun, Yin, Shuai | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature | |
| Waterfowl Move Less in Heterogeneous and Human-Populated Landscapes | Teitelbaum, Claire S., Prosser, Diann J., Ackerman, Joshua T., Ahmed, Sakib, Alam, A. B. M. Sarowar, Azmiri, Kazi Zenifar, Batbayar, Nyambaya, Bety, Joel, BlakeBradshaw, Abigail, Boiko, Dmitrijs, Buitendijk, Nelleke H., Buler, Jeffrey J., Cabot, David, Casazza, Michael L., Cohen, Bradley, Davaasuren, Batmunkh, Farau, Sebastien, Feddersen, Jamie, Fieberg, John, Fiedler, Wolfgang, Glazov, Peter, Griffin, Larry R., Guillemain, Matthieu, Hagy, Heath, Hardy, Matthew J., Highway, Cory, Hoffman, David, Kang, Tehan, Keever, Allison, Kilburn, Jennifer, Kolzsch, Andrea, Kruckenberg, Helmut, Laaksonen, Toni, Ladman, Brian S., Lee, Hansoo, Lee, Siwan, Lefebvre, Josee, Legagneux, Pierre, Linssen, Hans, Madsen, Jesper, Masto, Nicholas M., McWilliams, Scott, Mezebish Quinn, Tori, Mitchell, Carl, Moreau, Axelle, Muskens, Gerhard, Newman, Scott, Nolet, Bart A., Nuijten, Rascha J. M., Osenkowski, Jay, Overton, Cory T., Piironen, Antti, Plaquin, Betty, Ramey, Andrew M., Rodrigue, Jean, Rodrigues, David, Schreven, Kees H. T., Si, Yali, Sullivan, Jeffery D., Takekawa, John, Thomas, Philippe J., van Toor, Marielle, Waldenstrom, Jonas, Williams, Christopher K., Wolfson, David W., Xu, Fei, Brosnan, Ian G., De La Cruz, Susan E. W. | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| Weakening mountain vegetation aspect asymmetry due to altered energy conditions | Tian, Qing, Tian, Feng | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Water scarcity indicator based on GRACE derived total water storage for fast water scarcity monitoring | Wolkeba, Fitsume T., Mekonnen, Mesfin M., Brauman, Kate A. | Land Use/Land Cover Classification | |
| Warmer climate disrupts the trade-off between post-fire loss and recovery of grassland GPP | Cui, Guishan, Ding, Yitong, Xu, Zhen | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Use of Surface Water and Ocean Topography (SWOT) observations to support Land Use/Land Cover (LULC) change products: the case of the pacific coast of Ecuador | Sollier, Valentine, Frappart, Frederic, Bourrel, Luc, Ygorra, Bertrand, Normandin, Cassandra, Huaraca, Luis, Couvreur, ThomasL.P., Salameh, Edward, Baghdadi, Nicolas, Wigneron, Jean-Pierre | Land Use/Land Cover Classification | |
| Uncovering the importance of spatiotemporal resolution in | Kong, Juwon, Ryu, Youngryel, Dechant, Benjamin, Jeong, Sungchan, Kim, Jongmin, Lee, Kyungdo, Ku, Bonil, Houborg, Rasmus | Land Use/Land Cover Classification | |
| Understanding green house gases emission dynamics from forest fires in | Shahzad, Fahad, Mehmood, Kaleem, Anees, Shoaib Ahmad, Adnan, Muhammad, Hussain, Khadim, Khan, Waseem Razzaq, Shah, Munawar, Jamjareegulgarn, Punyawi, Oliveira, Manuela, Borges, Jose G. | Land Use/Land Cover Classification | |
| Understanding the Dynamics of RecordShattering Compound DroughtHeatwave Events and Their Impacts on Ecosystems | Li, Bohao, Liu, Kai, Wang, Ming, Yang, Yuanhang, He, Mingzhu, Wang, Yanfang, Li, Chenxia, Wang, Di | Land Use/Land Cover Classification | |
| Updates in assessing soil organic carbon and their implications for evaluating land use change emissions | Benavidez-Brouk, Lauren, Taheripour, Farzad, Baldos, Uris, Zhuang, Qianlai, Chen, Shuo | Land Use/Land Cover Classification | |
| The influence of plant soil moisture stress on solar-induced chlorophyll fluorescence efficiency across Africa | Onkaew, Khomkrit, Quaife, Tristan, Black, Emily, Maidment, Ross I. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Reflectance, Anisotropy, Albedo | |
| Theoretical and Actual Carbon Sequestration Potential in China's Terrestrial Ecosystems | Wang, Xiaozhen, Deng, Lei, Ciais, Philippe, Wu, Jin, Peng, Changhui, Penuelas, Josep, Zhao, Xining, Peng, Shouzhang, Yue, Chao, Niu, Shuli, Zhang, Yao, Wu, Jianzhao, Bai, Ruihua, Yang, Feng, Shangguan, Zhouping, Kuzyakov, Yakov, Liu, Shirong | Land Use/Land Cover Classification | |
| Phenophase-specific climate impacts and legacy effects govern autumn | Li, Yizhuo, Zhang, Yuan, Wang, Anzhi | Land Use/Land Cover Classification, Reflectance, Enhanced Vegetation Index (EVI) | |
| Optimizing Soil Moisture-Runoff Coupling Strength With Remotely Sensed | Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Brocca, Luca, Zhao, Long, He, Hai, Fan, Hui | Carbon, Cation Exchange Capacity, Organic Matter, Land Use/Land Cover Classification | |
| Prediction to Prevention: Comparative Machine Learning Models for Early Intervention of Dactyloctenium radulans in Australia | Asaduzzaman, Md, Mandal, Mohammad Shamim Hasan, Koetz, Eric, Rahman, Azizur, Masum, Sheikh Muhammad | Land Use/Land Cover Classification | |
| Protected areas influence fire regimes globally | Cardil, A., Rodrigues, M., Ascoli, D., Ortega, M., Quinones, T., Erdozain, M., Oliveras Menor, I., Spadoni, G.L., Ramirez, J., Molina, J.R., Mouillot, F., Silva, C.A., Mohan, M., Martinez-Bentue, C., de-Miguel, S. | Land Use/Land Cover Classification | |
| Projected impacts of climate change on malaria in Africa | Symons, Tasmin L., Moran, Alexander, Balzarolo, Ann, Vargas, Camilo, Robertson, Mairi, Lubinda, Jailos, Saddler, Adam, McPhail, Michael, Harris, Joseph, Rozier, Jennifer, Browne, Annie, Amratia, Punam, Bertozzi-Villa, Amelia, Bhatt, Samir, Cameron, Ewan, Golding, Nick, Smith, David L., Noor, Abdisalan M., Rumisha, Susan F., Palmer, Matthew D., Weiss, Daniel J., Desai, Naomi, Potere, David, Sukitsch, Nicholas, Woods, Wendy, Gething, Peter W. | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Vegetation cover dynamics of the Dniester basin under climate change influence in the 21st century. | Salyha, Volodymyr, Arkhypova, Liudmyla | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Widespread biophysical cooling effects due to post-fire greening | Xi, Huipeng, Wang, Qunming, Xiao, Yuelong, Guo, Ru, Tong, Xiaohua, Atkinson, Peter M. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Albedo, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Burned Area, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Country- specific progress toward the Sustainable Development Goals: | Xing, Qiang, Lu, Linlin, Wang, Li, Chen, Fang, Liu, Jianguo, Pradhan, Prajal, Bryan, Brett A., Moallemi, Enayat A., Gao, Lei, Schaubroeck, Thomas, Carrasco, L. Roman, Banik, Dan, Xu, Zhenci, Li, Yingjie, Zhang, Linxiu, Ding, Tianran, Liu, Jiuliang, Zeng, Yuxi, Wu, Chaoyang | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification | |
| Cross-Scalar Analysis of Multisensor Land Surface Phenology | Gao, Xiaojie, Stonebrook, Sophia, Green, Tristan, Moon, Minkyu, Friedl, Mark A. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover, Leaf Characteristics | |
| Decoding vegetation resilience: NDVI trends and climate impacts in Indian agriculture | Dharavath, Nagaraju, Goroshi, Sheshakumar | Land Use/Land Cover Classification |