N: 90 S: -90 E: 180 W: -180
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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 |
|---|---|---|---|
| Modelling non-linear deforestation trends for an ecological tension zone in Brazil | Goncalves Sales, Vilane | Land Use/Land Cover Classification | |
| Phenology of Vegetation in Arid Northwest China Based on Sun-Induced | Chen, Zhizhong, Zan, Mei, Kong, Jingjing, Yang, Shunfa, Xue, Cong | Land Use/Land Cover Classification | |
| Phenophase-based comparison of field observations to satellite-based actual evaporation estimates of a natural woodland: miombo woodland, southern ... | Zimba, Henry, Coenders-Gerrits, Miriam, Banda, Kawawa, Schilperoort, Bart, van de Giesen, Nick, Nyambe, Imasiku, Savenije, Hubert H. G. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Plant Phenology, Enhanced Vegetation Index (EVI), Reflectance | |
| Predicting the Distribution and Habitat Suitability of the Smooth-coated Otter (Lutrogale perspicillata) in Lowland Nepal | Acharya, Paras Mani, Thainiramit, Panu, Techato, Kuaanan, Baral, Suraj, Rimal, Naresh, Savage, Melissa, Campos-Arceiz, Ahimsa, Neupane, Dinesh | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability, Land Use/Land Cover Classification | |
| Pixel-based unique phenological feature composite method: tackle the | Dai, Jiancheng, Luo, Feng, Chen, Zhipeng, Zhou, Guanghuai, Zeng, Jingwei | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Plant canopies exhibit stronger thermoregulation capability at the | Guo, Zhengfei, Zhang, Kun, Lin, Hua, Majcher, Bartosz M., Lee, Calvin K.F., Still, Christopher J., Wu, Jin | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Post-Fire Natural Regeneration Trends in Bolivia: 20012021 | Maillard, Oswaldo | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Pathways of degradation in rangelands in Northern Tanzania show their | Wiethase, Joris H., Critchlow, Rob, Foley, Charles, Foley, Lara, Kinsey, Elliot J., Bergman, Brenda G., Osujaki, Boniface, Mbwambo, Zawadi, Kirway, Paul Baran, Redeker, Kelly R., Hartley, Susan E., Beale, Colin M. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | |
| Observed and simulated local climate responses to tropical deforestation | Smith, Callum, Robertson, Eddy, Chadwick, Robin, Kelley, Douglas I, Argles, Arthur P K, Coelho, Caio A S, de Souza, Dayana C, Kubota, Paulo Y, Talamoni, Isabela L, Spracklen, Dominick V, Baker, Jessica C A | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Albedo, Anisotropy, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Use/Land Cover Classification | |
| Which factors determine the invasion of plant species? Machine learning based habitat modelling integrating environmental factors and climate scenarios | Sittaro, Fabian, Hutengs, Christopher, Vohland, Michael | Land Use/Land Cover Classification, Reflectance | |
| Widespread synchronous decline of Mediterranean-type forest driven by accelerated aridity | Miranda, Alejandro, Syphard, Alexandra D., Berdugo, Miguel, Carrasco, Jaime, Gomez-Gonzalez, Susana, Ovalle, Juan F., Delpiano, Cristian A., Vargas, Solange, Squeo, Francisco A., Miranda, Marcelo D., Dobbs, Cynnamon, Mentler, Rayen, Lara, Antonio, Garreaud, Rene | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| Quantifying the agreement and accuracy characteristics of four satellite-based LULC products for cropland classification in China | Xue, Jie, Zhang, Xianglin, Chen, Songchao, Hu, Bifeng, Wang, Nan, Shi, Zhou | Land Use/Land Cover Classification | |
| Reconstructing Groundwater Storage Changes in the North China Plain Using a Numerical Model and GRACE Data | Zhang, Junchao, Hu, Litang, Sun, Jianchong, Wang, Dao | Land Use/Land Cover Classification, Total Surface Precipitation Rate | |
| Reassessing the availability of crop residue as a bioenergy resource in India: A field-survey based study | Kapoor, Taveen S., Navinya, Chimurkar, Anurag, Gupta, Lokhande, Pradnya, Rathi, Shubham, Goel, Anubha, Sharma, Renuka, Arya, Rahul, Mandal, Tuhin K., Jithin, K.P., Nagendra, Shiva, Imran, Mohd, Kumari, Jyoti, Muthalagu, Akila, Qureshi, Asif, Najar, Tanveer Ahmad, Jehangir, Arshid, Haswani, Diksha, Raman, Ramya Sunder, Rabha, Shahadev, Saikia, Binoy, Lian, Yang, Pandithurai, G., Chaudhary, Pooja, Sinha, Baerbel, Dhandapani, Abisheg, Iqbal, Jawed, Mukherjee, Sauryadeep, Chatterjee, Abhijit, Venkataraman, Chandra, Phuleria, Harish C. | Land Use/Land Cover Classification | |
| Refined fine-scale mapping of tree cover using time series of Planet-NICFI and Sentinel-1 imagery for Southeast Asia (20162021) | Yang, Feng, Zeng, Zhenzhong | Land Use/Land Cover Classification | |
| Regionalscale wilting point estimation using satellite SIF, radiativetransfer inversion, and soilvegetationatmosphere transfer simulation: A grassland study | Kiyono, T., Noda, H. M., Kumagai, T., Oshio, H., Yoshida, Y., Matsunaga, T., Hikosaka, K. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Photosynthesis, Primary Production, Vegetation Productivity, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification, Snow Grain Size, Snow Cover, Land Surface Temperature, Emissivity | |
| Recent urbanization increases exposure to humid-heat extreme events over populated regions of China | Chen, Huopo, He, Wenyue, Zhang, Shuhui | Land Use/Land Cover Classification | |
| Recovery of Ecosystem Carbon and Water Fluxes after Drought in China | Hao, Yuefeng, Choi, Minha | Land Use/Land Cover Classification, Gross Primary Production (gpp), Vegetation Cover, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Primary Production | |
| Satellite Evidence of HONO/NO2 Increase With Fire Radiative Power | Fredrickson, C. D., Theys, N., Thornton, J. A. | Land Use/Land Cover Classification, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature | |
| The fate of vegetation carbon stocks of India: Insights from a remote-sensed evaluation of carbon use efficiency | Chakraborty, Abhishek, Sekhar, M., Rao, Lakshminarayana | Land Use/Land Cover Classification, 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 | |
| The global contribution of soil mosses to ecosystem services | Eldridge, David J., Guirado, Emilio, Reich, Peter B., Ochoa-Hueso, Raul, Berdugo, Miguel, Saez-Sandino, Tadeo, Blanco-Pastor, Jose L., Tedersoo, Leho, Plaza, Cesar, Ding, Jingyi, Sun, Wei, Mamet, Steven, Cui, Haiying, He, Ji-Zheng, Hu, Hang-Wei, Sokoya, Blessing, Abades, Sebastian, Alfaro, Fernando, Bamigboye, Adebola R., Bastida, Felipe, de los Rios, Asuncion, Duran, Jorge, Gaitan, Juan J., Guerra, Carlos A., Grebenc, Tine, Illan, Javier G., Liu, Yu-Rong, Makhalanyane, Thulani P., Mallen-Cooper, Max, Molina-Montenegro, Marco A., Moreno, Jose L., Nahberger, Tina U., Penaloza-Bojaca, Gabriel F., Pico, Sergio, Rey, Ana, Rodriguez, Alexandra, Siebe, Christina, Teixido, Alberto L., Torres-Diaz, Cristian, Trivedi, Pankaj, Wang, Juntao, Wang, Ling, Wang, Jianyong, Yang, Tianxue, Zaady, Eli, Zhou, Xiaobing, Zhou, Xin-Quan, Zhou, Guiyao, Liu, Shengen, Delgado-Baquerizo, Manuel | Land Use/Land Cover Classification | |
| The Drought Regime in Southern Africa: A Systematic Review | Chivangulula, Fernando Maliti, Amraoui, Malik, Pereira, Mario Gonzalez | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Photosynthesis, Primary Production, Emissivity, Reflectance | |
| The effects of landscape composition and configuration on forest Gross Primary Production (GPP) are affected by climate conditions: patterns and management ... | Gao, Haiqiang, Ning, Ying, Liu, Shuguang | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Spatiotemporally consistent global dataset of the GIMMS leaf area index | Cao, Sen, Li, Muyi, Zhu, Zaichun, Wang, Zhe, Zha, Junjun, Zhao, Weiqing, Duanmu, Zeyu, Chen, Jiana, Zheng, Yaoyao, Chen, Yue, Myneni, Ranga B., Piao, Shilong | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Canopy Characteristics | |
| Spatiotemporally consistent global dataset of the GIMMS Normalized Difference Vegetation Index (PKU GIMMS NDVI) from 1982 to 2022 | Li, Muyi, Cao, Sen, Zhu, Zaichun, Wang, Zhe, Myneni, Ranga B., Piao, Shilong | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |