N: 90 S: -90 E: 180 W: -180
Error message
The submitted value 10 in the Items element is not allowed.Description
The Terra and Aqua combined Moderate Resolution Imaging Spectroradiometer (MODIS) Land Cover Climate Modeling Grid (CMG) (MCD12C1) Version 6.1 data product provides a spatially aggregated and reprojected version of the tiled MCD12Q1 Version 6.1 data product. Maps of the International Geosphere-Biosphere Programme (IGBP), University of Maryland (UMD), and Leaf Area Index (LAI) classification schemes are provided at yearly intervals at 0.05 degree (5,600 meter) spatial resolution for the entire globe. Additionally, sub-pixel proportions of each land cover class in each 0.05 degree pixel is provided along with the aggregated quality assessment information for each of the three land classification schemes.
Provided in each MCD12C1 Version 6.1 Hierarchical Data Format 4 (HDF4) file are layers for Majority Land Cover Type 1-3, Majority Land Cover Type 1-3 Assessment, and Majority Land Cover Type 1-3 Percent.
Known Issues
- 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 (MCD12C1) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2023001), the Version of the data collection (061), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2024251212901), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
PRODUCT QUALITY ASSESSMENT
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Uncertainty Analysis of Gross Primary Production (GPP) Remote-Sensing | Ge, Zhongxi, Qu, Yanda, Teng, Huiqin, Tang, Bo-Hui | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Temperature and Moisture Variability Drive Resilience Shifts in Canada's | Yang, Chenlin, Cui, Tianxiang, Fan, Lei, Wang, Jian, Wigneron, Jean-Pierre | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| The dynamic response of vegetation water use efficiency to wildfire | Xi, Huipeng, Wang, Qunming, Atkinson, Peter M. | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | |
| 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 | |
| A General Model for the Seasonal to Decadal Dynamics of Leaf Area | Zhou, Boya, Cai, Wenjia, Zhu, Ziqi, Wang, Han, Harrison, Sandy P., Prentice, I. Colin | Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| A global daily seamless 9 km vegetation optical depth (VOD) product from 2010 to 2021 | Hu, Die, Wang, Yuan, Jing, Han, Yue, Linwei, Zhang, Qiang, Fan, Lei, Yuan, Qiangqiang, Shen, Huanfeng, Zhang, Liangpei | 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 | |
| A global long-term daily multilayer soil moisture dataset derived from machine learning | Wei, Zeyang, Wei, Lifei, Wang, Ting, Lu, Qikai, Tian, Shuang, Zhang, Fei, Zhong, Yanfei | 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 | |
| A global near real-time dataset of Microwave Integrated Drought Index from the Fengyun-3 satellites | Zhang, Anzhi, Gao, Hao, Xu, Ronghan, Li, Xiaoqing, Zhao, Huichen, Jia, Gensuo | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Land Use/Land Cover Classification | |
| A Global Regionalisation of Tree Functional Capacity | Jimenez, Yohana G., Paz, Andrea, BialicMurphy, Lalasia, Crowther, Thomas, Maynard, Daniel S. | Land Use/Land Cover Classification | |
| A New Age of SAR: How Can Commercial Smallsat Constellations Contribute | Huang, Stacey A., Osmanoglu, Batuhan, Scheuchl, Bernd, Oveisgharan, Shadi, Sauber, Jeanne M., Jo, MinJeong, Khazendar, Ala, Tymofyeyeva, Ekaterina, Wusk, Betsy, Albayrak, Arif | Droughts, Earthquakes, Floods, Landslides, Cyclones, Volcanic Eruptions, Avalanche, Socioeconomics, Sustainability, Land Use/Land Cover Classification | |
| A long-term reconstruction of a global photosynthesis proxy over 19822023 | Fang, Jianing, Lian, Xu, Ryu, Youngryel, Jeong, Sungchan, Jiang, Chongya, Gentine, Pierre | Reflectance, Brightness Temperature, REFLECTED INFRARED, Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Albedo, Anisotropy, Land Use/Land Cover Classification | |
| Advancing GNOS-R Soil Moisture Estimation: A Multi-Angle Retrieval Algorithm for FY-3E | Wu, Xuerui, Xia, Junming, Bai, Weihua, Sun, Yueqiang | Land Use/Land Cover Classification | |
| A unifying principle for global greenness patterns and trends | Cai, Wenjia, Zhu, Ziqi, Harrison, Sandy P., Ryu, Youngryel, Wang, Han, Zhou, Boya, Prentice, Iain Colin | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover | |
| Advanced vegetation green-up onset in regions with cooling air | Jiang, Nan, Shen, Miaogen, Yang, Zhiyong | Reflectance, Land Use/Land Cover Classification | |
| An Automatic Data-Driven Framework for AVHRR Long-Term Fractional Snow Cover Retrieval using Dynamic High-accuracy Training Samples from Landsat | Sun, Haijiao, Xiong, Chuan, Li, Xudong | Land Use/Land Cover Classification | |
| A stand-alone framework for predicting spatiotemporal errors in satellite-based soil moisture using tree-based models and deep neural networks | Kim, Subin, Kim, Hyunglok, Kwon, Yonghwan, Nguyen, Hoang Hai | 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, Brightness Temperature, Surface Soil Moisture | |
| A seamless global daily 5 km soil moisture product from 1982 to 2021 | Zhang, Yufang, Liang, Shunlin, Ma, Han, He, Tao, Tian, Feng, Zhang, Guodong, Xu, Jianglei | Land Use/Land Cover Classification | |
| A process model-guided transfer learning framework for mapping global | Guan, Xiaobin, Li, Yuyu, Chen, Jing M., Ma, Yongming, Shen, Huanfeng | Land Use/Land Cover Classification | |
| A Merged CYGNSS Soil Moisture Product Using a Minimum Variance Estimator | Hodges, Erik, Chew, Clara, Small, Eric E., Bai, Dinan, Al-Khaldi, Mohammad, Ouellette, Jeffrey D., Johnson, Joel T., Lei, Fangni, Kurum, Mehmet, Cafer Gurbuz, Ali, Senyurek, Volkan, Nabi, M. M., Xu, Xiaolan, Shah, Rashmi, Yueh, Simon H., Hayashi, Akiko, Setti, Paulo T., Tabibi, Sajad, Santi, Emanuele, Pettinato, Simone, Ruf, Christopher S., Moghaddam, Mahta | Land Use/Land Cover Classification | |
| Assessing gap-filled Landsat land surface temperature time-series data using different observational datasets | Shi, Hua, Xian, George | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Surface Radiative Properties | |
| Biodiversity regulates the asymmetric influence of forest cover gain and loss on land surface temperature | Liao, Ziyin, Zhang, Chaoqun, Wang, Yixiao, Wu, Jianping, Yan, Wenting, Su, Yongxian | Land Use/Land Cover Classification, Emissivity, Land Surface Temperature | |
| Background Wind Speeds Outweigh Urban Heat Islands in Downwind | Ding, Mingze, Zheng, XiaoTong, Li, Dan, Sun, Ting | 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, Precipitation, Precipitation Amount | |
| Cascading impacts of compound drought-heat extremes on global gross primary production | Zhu, Xiufang, Zhang, Shizhe, Zhang, Qiang, Lu, Dongyan, Tang, Mingxiu, Guo, Chunhua | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI) | |
| Changes and drivers of long-term land evapotranspiration in the Yangtze | Bai, Hongbing, Zhong, Yulong, Ma, Ning, Kong, Dongdong, Mao, Yuna, Feng, Wei, Wu, Yunlong, Zhong, Min | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| Assessing China's solar power potential: Uncertainty quantification and economic analysis | Yin, Gege, He, Xiaojia, Qin, Yue, Chen, Lei, Hu, Yuan, Liu, Yu, Zhang, Chuan | Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Land Use/Land Cover Classification |