N: 90 S: -90 E: 180 W: -180
Description
The MOD11A1 Version 6 data product was decommissioned on July 31, 2023. Users are encouraged to use the MOD11A1 Version 6.1 data product.
The MOD11A1 Version 6 product provides daily per-pixel Land Surface Temperature and Emissivity (LST&E) with 1 kilometer (km) spatial resolution in a 1,200 by 1,200 km grid. The pixel temperature value is derived from the MOD11_L2 swath product. Above 30 degrees latitude, some pixels may have multiple observations where the criteria for clear-sky are met. When this occurs, the pixel value is a result of the average of all qualifying observations. Provided along with the daytime and nighttime surface temperature bands are associated quality control assessments, observation times, view zenith angles, and clear-sky coverages along with bands 31 and 32 emissivities from land cover types.
Known Issues
- Production of V6 Terra MODIS Land Surface Temperature and Emissivity (LST&E) data products was discontinued on November 16, 2022, due to significant loss of data retrieval following the Constellation Exit Maneuvers.
- 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.
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File Naming Convention
The file name begins with the Product Short Name (MOD11A1) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2002281), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h01v09), the Version of the data collection (006), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2015160232430), and the Data Format (hdf).
Documents
USER'S GUIDE
ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)
DATA PRODUCT SPECIFICATION
PRODUCT QUALITY ASSESSMENT
Dataset Resources
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Advancing point-to-grid scale ET mapping: comparative assessment of ECOSTRESS and MODIS LST and ET across heterogeneous landscapes | Park, Kijin, Baik, Jongjin, Kim, Kiyoung, Park, Jongmin | Evapotranspiration, Latent Heat Flux, Geolocation, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Clouds, Total Surface Precipitation Rate | |
| An Algorithm for Using Satellite Imagery to Identify Promising Areas for Introduction of Thermophilic Crops: a Case Study of Novgorod Oblast | Gornyy, V. I., Balun, O. V., Kiselev, A. V., Tronin, A. A., Shkodina, E. P. | Land Surface Temperature, Emissivity | |
| A super-resolution framework for downscaling machine learning weather prediction toward 1-km air temperature | Park, Hyebin, Park, Seonyoung, Kang, Daehyun, Kim, Jeong-Hwan | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Bridging data gaps in urban heat forecasting: Remote sensing and image processing approach for Qatar's climate | Braganza, Nathan Joseph, Sodiq, Ahmed, Amhamed, Abdulkarem, Alrebei, Odi Fawwaz | Land Surface Temperature, Emissivity, Albedo, Snow Cover | |
| Characterization of irrigation timing using thermal satellite | Jalilvand, Ehsan, Kumar, Sujay V., Truong, Charles, Haacker, Erin, Mahanama, Sarith | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Integrating physical drivers for wildfire hazard modelling in support of | Corbea-Perez, Alejandro, Merino, Andres, Navarro, Andres, Garcia-Ortega, Eduardo | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Large lake buffers regional extreme heat and surface energy under the 2022 record-breaking heatwave in China | Xing, Zikang, Li, Yunliang, Dai, Yufeng, Wei, Jianhui, Ma, Miaomiao, Zhang, Xuejun, Gao, Hui | Land Surface Temperature, Emissivity | |
| Earth observation-based land degradation mapping and prediction: the Moroccan test region case study | Stankevich, Sergey, Kozlova, Anna, Piestova, Iryna, Sedlerova, Olga, Lubskyi, Mykola, Andreiev, Artem, Orlenko, Tetiana, Ibouh, Hassan, Mezzane, Daoud, Aboufirass, Mohamed, Rodrigues, Joao C. Antunes, Eddahby, Lhou, Sadiq, Bouchra, Dubovyk, Olena | Land Surface Temperature, Emissivity | |
| Eco-evolutionary dynamics shaping biodiversity in the urban mosaic | Alaasam, Valentina, Snead, Anthony, Thonis, Anna, Winchell, Kristin M. | Land Surface Temperature, Emissivity, Population Density | |
| Enhancing climate mitigation: photovoltaic deployment as a complement to afforestation | Liu, Jia, Zhang, Yongguang | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Albedo, Anisotropy | |
| Dynamics of snow and glacier cover in the Upper Karnali Basin, Nepal: an analysis of its relationship with climatic and topographic parameters | Ghimire, Motilal, Shrestha, Dibas, Chauhan, Raju, Thapa, Amrit, Sharma, Til Prasad Pangali, Sharma, Krishna Prasad, Gurung, Sher Bahadur, Devkota, Sundar, Bhandari, Prabin, Koirala, Sikesh, Wu, Yanhong, Timalsina, Niroj, Kutu, Jeevan | Snow Cover, Land Surface Temperature, Emissivity | |
| Correlation and influencing factors of surface urban heat island | Gou, Aiping, Kong, Fanyan, Zhu, Xiaolei, Wang, Jiangbo | Land Surface Temperature, Emissivity | |
| Comparison of Sentinel-2 and MODIS for estimating GPP along an ecosystem gradient in eastern Germany | Sayeed, Mostafa, Ahmadpour, Somayeh, Trachte, Katja | Reflectance, Albedo, Anisotropy, Land Surface Temperature, Emissivity | |
| Estimating the Near-Surface Air Temperature Field Using Satellite-Based Remote Sensing of Land Surface Temperatures | Frat Ors, Pelin, Mahdavi, Ardeshir | Albedo, Anisotropy, Land Surface Temperature, Emissivity, Reflectance | |
| Deriving Gridded Soil Moisture Estimates Using Earth Observation Data | Fealy, Rowan, Ishola, Kazeem, McCarthy, Tim, Nair, Ajay, de Andrade Moral, Rafael | Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | |
| High Spatial Resolution Ensemble Species Distribution Modeling of Rhodnius prolixus , Vector of Chagas Disease, in Western Venezuela |
Gao, Yan, Anez, Nestor, Chaves, Luis Fernando | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Population Size | |
| Environmental Degradation in Iraq: Attribution of Climatic Change and | Alqaraghuli, Akram, North, Peter, Bye, Iain, Rosette, Jacqueline, Los, Sietse | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration, Latent Heat Flux, Land Surface Temperature, Emissivity | |
| Foliar litter cover enhances surface warming in global forest ecosystems | Fu, Chenhao, Qin, Shujing, Cheng, Lei, Zhang, Lu | Land Surface Temperature, Emissivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Snow Water Equivalent, Runoff | |
| From snowmelt to disaster: modeling debris flow dynamics in the Shatoobar Nala watershed, Hunza, Pakistan | Khan, Hameed Ullah, Shafique, Muhammad, Aftab, Javeria, Zahid, Uzair, Ullah, Ihsan | Land Surface Temperature, Emissivity | |
| Fuzzy Cognitive Maps in Corn Yield Forecast | Kokhan, Svitlana, Popov, Mykhailo, Alpert, Sofiia, Andreiev, Artem, Drozdivskyi, Oleg, Temna, Yuliia, Sybirtseva, Oksana, Dorofey, Yelizaveta | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, Vegetation Productivity | |
| First highly pathogenic avian influenza outbreak in a commercial poultry | Cardenas, Nicolas C., Lopes, Francisco P.N., de Souza, Paulo A.S.C., Groff, Fernando H.S., Kowalski, Ananda P., Krein, Alessandra, Rigon, Grazziane, Etges, Rodrigo N., de Azevedo, Daniela L., Machado, Alencar, Maran, Vinicius, Machado, Felipe A., SEAPI-DDA, Machado, Gustavo | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Comparative machine learning and deep learning approaches for | Azizi, Mahan, Abbasi, Ali, Asli Charandabi, Mohammad Reza | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Reflectance, Emissivity | |
| SafeFlow: Glacial Lake Outburst Floods Early Warning System With Probability-Based Risk Scoring | Patel, Asmit, Mishra, Asha Rani, ., Vedanshi, Yadav, Krishna, Agarwal, Molisha | Land Surface Temperature, Emissivity | |
| Quantifying the spatial extent and attenuation of lake thermal | Xing, Zikang, Li, Yunliang, Dai, Yufeng, Wei, Jianhui, Ma, Miaomiao, Zhang, Xuejun, Gao, Hui, Kunstmann, Harald | Land Surface Temperature, Emissivity | |
| Quantifying the uncertainty influence of meteorological forcing and land | Long, Yinping, Tan, Xiwen, Song, Minhong, Wu, Xuejiao, Ma, Qimin | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation |
Variables
The table below lists the variables contained within a single granule for this dataset. Variables often contain observed or derived geophysical measurements collected from a variety of sources, including remote sensing instruments on satellite and airborne platforms, field campaigns, in situ measurements, and model outputs. The terms variable, parameter, scientific data set, layer, and band have been used across NASA’s Earth science disciplines; however, variable is the designated nomenclature in NASA’s Common Metadata Repository (CMR). Variable metadata attributes such as Name, Description, Units, Data Type, Fill Value, Valid Range, and Scale Factor allow users to efficiently process and analyze the data. The full range of attributes may not be applicable to all variables. Additional information on variable attributes is typically available in the data, user guide, and/or other product documentation.
For questions on a specific variable, please use the Earthdata Forum.
| Name Sort descending | Description | Units | Data Type | Fill Value | Valid Range | Scale Factor | Offset |
|---|---|---|---|---|---|---|---|
| Clear_day_cov | Day clear-sky coverage | N/A | uint16 | 0 | 1 to 65535 | 0.0005 | N/A |
| Clear_night_cov | Night clear-sky coverage | N/A | uint16 | 0 | 1 to 65535 | 0.0005 | N/A |
| Day_view_angl | View zenith angle of day observation | Degree | uint8 | 255 | 0 to 130 | N/A | -65 |
| Day_view_time | Local time of day observation | Hours | uint8 | 255 | 0 to 240 | 0.1 | N/A |
| Emis_31 | Band 31 emissivity | N/A | uint8 | 0 | 1 to 255 | 0.002 | 0.49 |
| Emis_32 | Band 32 emissivity | N/A | uint8 | 0 | 1 to 255 | 0.002 | 0.49 |
| LST_Day_1km | Daytime Land Surface Temperature | Kelvin | uint16 | 0 | 7500 to 65535 | 0.02 | N/A |
| LST_Night_1km | Nighttime Land Surface Temperature | Kelvin | uint16 | 0 | 7500 to 65535 | 0.02 | N/A |
| Night_view_angl | View zenith angle of night observation | Degree | uint8 | 255 | 0 to 130 | N/A | -65 |
| Night_view_time | Local time of night observation | Hours | uint8 | 255 | 0 to 240 | 0.1 | N/A |
| QC_Day | Daytime LST Quality Indicators | Bit Field | uint8 | N/A | 0 to 255 | N/A | N/A |
| QC_Night | Nighttime LST Quality indicators | Bit Field | uint8 | N/A | 0 to 255 | N/A | N/A |