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 |
|---|---|---|---|
| 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) | |
| 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 | |
| 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) | |
| 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 | |
| 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) | |
| 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) | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| Assessing snow phenology and its environmental driving factors in northeast China | Guo, Hui, Wang, Xiaoyan, Guo, Zecheng, Chen, Siyong | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Assessing climate and human activity effects on lake characteristics using spatio-temporal satellite data and an emotional neural network | Mojtahedi, Alireza, Dadashzadeh, Mehran, Azizkhani, Mostafa, Mohammadian, Abdolmajid, Almasi, Ramin | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Application of remote sensing tools to assess the land use and land cover change in Coatzacoalcos, Veracruz, Mexico | Revuelta-Acosta, Josept David, Guerrero-Luis, Edna Suhail, Terrazas-Rodriguez, Jose Eduardo, Gomez-Rodriguez, Cristian, Alcala Perea, Gerardo | Land Use/Land Cover Classification | |
| Anthropogenic Land Use and Land Cover Changes-A Review on Its | Roy, Parth Sarathi, Ramachandran, Reshma M., Paul, Oscar, Thakur, Praveen K., Ravan, Shirish, Behera, Mukunda Dev, Sarangi, Chandan, Kanawade, Vijay P. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Analyze the Impact of Weather Parameters for Crop Yield Prediction Using Deep Learning | Patel, Pragneshkumar, Chaudhary, Sanjay, Parmar, Hasit | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity | |
| Climate drivers of the variations of vegetation productivity in India | Verma, Akash, Chandel, Vikram, Ghosh, Subimal | 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), Photosynthesis, Primary Production, Vegetation Productivity | |
| Climate legacies drive the distribution and future restoration potential of dryland forests | Guirado, Emilio, Delgado-Baquerizo, Manuel, Martinez-Valderrama, Jaime, Tabik, Siham, Alcaraz-Segura, Domingo, Maestre, Fernando T. | Land Use/Land Cover Classification, Land Use Classes, Vegetation Cover, Albedo | |
| Climate, CO2, and anthropogenic drivers of accelerated vegetation greening in the Haihe River Basin | Yang, Wenjing, Zhao, Yong, Wang, Qingming, Guan, Buliao | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Cloud cover and its impact on Brazil's deforestation satellite monitoring programEvidence from the cerrado biome of the Brazilian Legal Amazon | Sales, Vilane G., Strobl, Eric, Elliott, Robert J.R. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Classifying Forest Types over a Mountainous Area in Southwest China with | Li, Ruonan, Fang, Panfei, Xu, Weiheng, Wang, Leiguang, Ou, Guanglong, Zhang, Wanqiu, Huang, Xin | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Climatedriven vegetation greening further reduces water availability in drylands | Chen, Zefeng, Wang, Weiguang, Cescatti, Alessandro, Forzieri, Giovanni | Land Use/Land Cover Classification |