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 |
|---|---|---|---|
| Dense canopies browning overshadowed by global greening dominant in sparse canopies | Qiu, Bingwen, Ye, Zhiyan, Chen, Chongcheng, Tang, Zhenghong, Chen, Zuoqi, Huang, Hongyu, Zhao, Zhiyuan, Xu, Weiming, Berry, Joe | Land Use/Land Cover Classification, Reflectance, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Contemporizing island biogeography theory with anthropogenic drivers of | Gleditsch, Jason M., Behm, Jocelyn E., Ellers, Jacintha, Jesse, Wendy A. M., Helmus, Matthew R. | Population Size, Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Effect of Deforestation on Land Surface Temperature in the Chiquitania Region, Bolivia | Maillard, Oswaldo, Vides-Almonacid, Roberto, Salazar, Alvaro, Larrea-Alcazar, Daniel M. | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Effects of global greening phenomenon on water sustainability | Liu, Yujiao, Chai, Yuanfang, Yue, Yao, Huang, Yuyun, Yang, Yunping, Zhu, Boyuan, Lou, Dan, Li, Yitian, Shi, Dawei, Ullah, Waheed | Land Use/Land Cover Classification | |
| Ecosystem services assessment of the desertification areas of Mongolia | Darbalaeva, Darima, Mikheeva, Anna, Sanzheev, Erdeni, Zhamyanov, Daba, Osodoev, Petr, Batomunkuev, Valentin | Land Use/Land Cover Classification | |
| Effects and contributions of meteorological drought on agricultural drought under different climatic zones and vegetation types in Northwest China | Cao, Shengpeng, Zhang, Lifeng, He, Yi, Zhang, Yali, Chen, Yi, Yao, Sheng, Yang, Wang, Sun, Qiang | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Economic efficiency and targeting of the African Great Green Wall | Mirzabaev, A., Sacande, M., Motlagh, F., Shyrokaya, A., Martucci, A. | Land Use/Land Cover Classification | |
| ECOSTRESS reveals prefire vegetation controls on burn severity for Southern California wildfires of 2020 | PascoliniCampbell, Madeleine, Lee, Christine, Stavros, Natasha, Fisher, Joshua B. | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Evapotranspiration, Potential Evapotranspiration, Plant Characteristics | |
| Effects of heat waves on urban warming across different urban morphologies and climate zones | Mohammad Harmay, Nurul Syahira, Choi, Minha | Land Use/Land Cover Classification | |
| Effects of initialization of a global land-use model on simulated land change and loss of natural vegetation | Schungel, Jan, Stuch, Benjamin, Fohry, Claudia, Schaldach, Rudiger | Land Use/Land Cover Classification | |
| Does plant ecosystem thermoregulation occur? An extratropical assessment | Guo, Zhengfei, Still, Christopher J., Lee, Calvin K. F., Ryu, Youngryel, Blonder, Benjamin, Wang, Jing, Bonebrake, Timothy C., Hughes, Alice, Li, Yan, Yeung, Henry C. H., Zhang, Kun, Law, Ying Ki, Lin, Ziyu, Wu, Jin | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Does the Tundra Bean Goose (Anser serrirostris) follow the green wave throughout its entire spring migration? | Li, Hongbin, Fang, Lei, Cao, Lei | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Disentangling error structures of precipitation datasets using decision trees | Sui, Xinxin, Li, Zhi, Tang, Guoqiang, Yang, Zong-Liang, Niyogi, Dev | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Snow, Rain | |
| Direct and indirect impacts of urbanization on vegetation growth across | Zhang, Lei, Yang, Lin, Zohner, Constantin M., Crowther, Thomas W., Li, Manchun, Shen, Feixue, Guo, Mao, Qin, Jun, Yao, Ling, Zhou, Chenghu | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Distribution and Attribution of Gross Primary Productivity Increase Over the Mongolian Plateau, 2001-2018 | Chen, Xiaona, Tao, Xin, Yang, Yaping | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| Dispersal and Space Use of Captive-Reared and Wild-Rehabilitated Harpy | Naveda-Rodriguez, Adrian, Campbell-Thompson, Edwin, Watson, Richard T., McCabe, Jennifer, Vargas, Felix Hernan | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Divergent responses of terrestrial carbon use efficiency to climate | Gang, Chengcheng, Wang, Zhuonan, You, Yongfa, Liu, Yue, Xu, Rongting, Bian, Zihao, Pan, Naiqing, Gao, Xuerui, Chen, Mingxun, Zhang, Man | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | |
| CYGNSS Flood Applications to Support the United Nations Sustainable Development Goals | Wilson-Downs, Brandi, Kettner, Albert J., Brakenridge, G. Robert, O'Brien, Andrew, Zuffada, Cinzia | Land Use/Land Cover Classification, Radar Cross-Section, Radar Reflectivity | |
| Decadal change of spring dust activity in western Iran and its mechanism | Kamal, Alireza, Lin, Zhaohui, Wu, Chenglai | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Decadal Changes in Atmospheric Methane Emissions in the Eastern Himalayan Region: Source Apportionment and Impact Assessment | Saikia, Arshini, Pathak, Binita, Singh, Praveen K., Bhuyan, Pradip K., Adhikary, Bhupesh | Land Use/Land Cover Classification | |
| Dynamic prediction of global monthly burned area with hybrid deep neural networks | Zhang, Guoli, Wang, Ming, Liu, Kai | 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, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Dynamic World, Near real-time global 10 m land use land cover mapping | Brown, Christopher F., Brumby, Steven P., Guzder-Williams, Brookie, Birch, Tanya, Hyde, Samantha Brooks, Mazzariello, Joseph, Czerwinski, Wanda, Pasquarella, Valerie J., Haertel, Robert, Ilyushchenko, Simon, Schwehr, Kurt, Weisse, Mikaela, Stolle, Fred, Hanson, Craig, Guinan, Oliver, Moore, Rebecca, Tait, Alexander M. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Enhanced Understanding of Groundwater Storage Changes under the Influence of River Basin Governance Using GRACE Data and Downscaling Model | Sun, Jianchong, Hu, Litang, Liu, Xin, Sun, Kangning | Land Use/Land Cover Classification, Total Surface Precipitation Rate | |
| Human density modulates spatial associations among tropical forest | Gorczynski, Daniel, Hsieh, Chia, Ahumada, Jorge, Akampurira, Emmanuel, Andrianarisoa, Mahandry Hugues, Espinosa, Santiago, Johnson, Steig, Kayijamahe, Charles, Lima, Marcela Guimaraes Moreira, Mugerwa, Badru, Rovero, Francesco, Salvador, Julia, Santos, Fernanda, Sheil, Douglas, Uzabaho, Eustrate, Beaudrot, Lydia | Population Density, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Heat wave-induced augmentation of surface urban heat islands strongly regulated by rural background | Miao, Shiqi, Zhan, Wenfeng, Lai, Jiameng, Li, Long, Du, Huilin, Wang, Chenguang, Wang, Chunli, Li, Jiufeng, Huang, Fan, Liu, Zihan, Dong, Pan | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Albedo, Anisotropy |