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 |
|---|---|---|---|
| Spatio-temporal evolution of surface urban heat island over Bhubaneswar-Cuttack twin city: a rapidly growing tropical urban complex in Eastern India | Sethi, Soumya Satyakanta, Vinoj, V., Gogoi, Partha Pratim, Landu, Kiranmayi, Swain, Debadatta, Mohanty, U. C. | Land Use/Land Cover Classification | |
| Spatial variation in specific sediment yield along the Peruvian western Andes | Rosas, Miluska A., Viveen, Willem, Vanacker, Veerle | Land Use/Land Cover Classification | |
| Spatial variations in the response of spring onset of photosynthesis of | Zhang, Lihao, Shen, Miaogen, Jiang, Nan, Lv, Jinxia, Liu, Licong, Zhang, Lei | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Spatial heterogeneity of vegetation phenology caused by urbanization in | Chen, Yuan, Lin, Meixia, Lin, Tao, Zhang, Junmao, Jones, Laurence, Yao, Xia, Geng, Hongkai, Liu, Yuqin, Zhang, Guoqin, Cao, Xin, Ye, Hong, Zhan, Yulin | Land Use/Land Cover Classification | |
| Spatial modeling of the relative abundance of wading birds in peninsular | Lee, Veronica, Skripnikov, Andrey | Land Use/Land Cover Classification | |
| Spatiotemporal graph-based analysis of land cover evolution using remote | Zou, Xinyu, Liu, Xiangnan, Liu, Meiling, Tian, Lingwen, Zhu, Lihong, Zhang, Qian | Land Use/Land Cover Classification | |
| Spatiotemporal Patterns in Land Use/Land Cover Observed by Fusion of Multi-Source Fine-Resolution Data in West Africa | Asenso Barnieh, Beatrice, Jia, Li, Menenti, Massimo, Yu, Le, Nyantakyi, Emmanuel Kwesi, Kabo-Bah, Amos Tiereyangn, Jiang, Min, Zhou, Jie, Lv, Yunzhe, Zeng, Yelong, Bennour, Ali | Land Use/Land Cover Classification | |
| Seasonal soil moisture and crop yield prediction with fifth-generation seasonal forecasting system (SEAS5) long-range meteorological forecasts in a land ... | Boas, Theresa, Bogena, Heye Reemt, Ryu, Dongryeol, Vereecken, Harry, Western, Andrew, Hendricks Franssen, Harrie-Jan | Evapotranspiration, Latent Heat Flux, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Use/Land Cover Classification, Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content | |
| Reliability of resilience estimation based on multi-instrument time series | Smith, Taylor, Zotta, Ruxandra-Maria, Boulton, Chris A., Lenton, Timothy M., Dorigo, Wouter, Boers, Niklas | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Reliability of using vegetation optical depth for estimating decadal and interannual carbon dynamics | Dou, Yujie, Tian, Feng, Wigneron, Jean-Pierre, Tagesson, Torbern, Du, Jinyang, Brandt, Martin, Liu, Yi, Zou, Linqing, Kimball, John S., Fensholt, Rasmus | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| Reliability of vegetation resilience estimates depends on biomass density | Smith, Taylor, Boers, Niklas | Photosynthesis, Primary Production, Vegetation Productivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification | |
| Seasonal and long-term dynamics in forest microclimate effects: global | Zhang, Chaoqun, Su, Yongxian, Liu, Liyang, Wu, Jianping, Huang, Guangqing, Li, Xueyan, Bi, Chongyuan, Yan, Wenting, Lafortezza, Raffaele | Land Use/Land Cover Classification | |
| Surfacedriven amplification of MJO circulation anomalies across East Africa and its influence on the Turkana jet | Talib, Joshua, Taylor, Christopher M., Harris, Bethan L., Wainwright, Caroline M. | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | |
| Sensor-independent LAI/FPAR CDR: reconstructing a global sensor-independent climate data record of MODIS and VIIRS LAI/FPAR from 2000 to 2022 | Pu, Jiabin, Yan, Kai, Roy, Samapriya, Zhu, Zaichun, Rautiainen, Miina, Knyazikhin, Yuri, Myneni, Ranga B. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation | |
| Soilvegetation moisture capacitor maintains dry season vegetation productivity over India | Sebastian, Dawn E., Murtugudde, Raghu, Ghosh, Subimal | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Albedo, Anisotropy | |
| Snow Density Retrieval in Quebec Using Space-Borne SMOS Observations | Gao, Xiaowen, Pan, Jinmei, Peng, Zhiqing, Zhao, Tianjie, Bai, Yu, Yang, Jianwei, Jiang, Lingmei, Shi, Jiancheng, Husi, Letu | 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, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices | Zhang, Jingru, Gonsamo, Alemu, Tong, Xiaojuan, Xiao, Jingfeng, Rogers, Cheryl A., Qin, Shuhong, Liu, Peirong, Yu, Peiyang, Ma, Pu | Land Use/Land Cover Classification, Reflectance, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Spatial distribution of Glossina morsitans (Diptera: Glossinidae) in Zambia: A vehicle-mounted sticky trap survey and Maxent species distribution model | Muyobela, Jackson, Pirk, Christian W. W., Yusuf, Abdullahi A., Sole, Catherine L. | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Soil Moisture Dominates the Forest Productivity Decline During the 2022 China Compound DroughtHeatwave Event | Zhao, Dayang, Zhang, Zhaoying, Zhang, Yongguang | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Satellite NO2 trends reveal pervasive impacts of wildfire and soil emissions across California landscapes | Wang, Yurun, Faloona, Ian C, Houlton, Benjamin Z | Nitrogen Dioxide, Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Remote sensing-based multi-scale characterization of ecohydrological indicators (EHIs) in India | Bejagam, Vijaykumar, Sharma, Ashutosh | Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Leaf Characteristics, Photosynthetically Active Radiation, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Atmospheric Carbon Dioxide, Absorption, Radiative Forcing, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration, Photosynthesis, Primary Production, Vegetation Productivity | |
| Reprocessed MODIS Version 6.1 Leaf Area Index Dataset and Its Evaluation for Land Surface and Climate Modeling | Lin, Wanyi, Yuan, Hua, Dong, Wenzong, Zhang, Shupeng, Liu, Shaofeng, Wei, Nan, Lu, Xingjie, Wei, Zhongwang, Hu, Ying, Dai, Yongjiu | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics | |
| Retrieval of nighttime aerosol optical depth by simultaneous consideration of artificial and natural light sources | Meng, Yizhen, Zhou, Ji, Wang, Ziwei, Tang, Wenbin, Ma, Jin, Zhang, Tao, Long, Zhiyong | Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness | |
| Skill and lead time of vegetation drought impact forecasts based on soil moisture observations | Li, Yizhi, van Dijk, Albert I.J.M., Tian, Siyuan, Renzullo, Luigi J. | Land Use/Land Cover Classification, Reflectance, Anisotropy | |
| Simulating heat and CO2 fluxes in Beijing using SUEWS V2020b: sensitivity to vegetation phenology and maximum conductance | Zheng, Yingqi, Havu, Minttu, Liu, Huizhi, Cheng, Xueling, Wen, Yifan, Lee, Hei Shing, Ahongshangbam, Joyson, Jarvi, Leena | Land Use/Land Cover Classification |