N: 90 S: -90 E: 180 W: -180
Description
The MOD11_L2 Version 6.1 swath product provides per-pixel Land Surface Temperature and Emissivity (LST&E) with a pixel size of 1,000 meters (m). The product is produced daily in 5-minute temporal increments of satellite acquisition using the generalized split-window algorithm. MOD11_L2 is a Level 2 product which provides the input for the Level 3 products. Provided in each MOD11_L2 file are LST, quality control assessment, error estimates, bands 31 and 32 emissivities, zenith angle of the pixel view, observation time, and the geographic coordinates for every five scan lines and samples.
Known Issues
- 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 (MOD11_L2) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2025219), the Hours and Minutes of Acquisition provided as HHMM (2355), the Version of the data collection (006), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2025220081713), 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 |
|---|---|---|---|
| Urban Computed Analysis of Asymmetric Warming and Thermal Stress in Bengaluru | Kumar, R Ashok, Harshitha, D S, Dhanush, S, Praiwal, V | Land Surface Temperature, Emissivity | |
| Estimation of Land Surface Temperature from Chinese ZY1-02E IRS Data | Dou, Xianhui, Li, Kun, Zhang, Qi, Ma, Chenyang, Tang, Hongzhao, Liu, Xining, Qian, Yonggang, Chen, Jun, Li, Jinglun, Li, Yichao, Wang, Tao, Wang, Feng, Yang, Juntao | Land Surface Temperature, Emissivity | |
| A novel land surface temperature reconstruction method and its application for downscaling surface soil moisture with machine learning | Gungor Sahin, Onur, Gunduz, Orhan | Land Surface Temperature, Emissivity, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content | |
| Analysis of the Relationship between Heatwaves with Vegetation and Soil Moisture | Vijayanand, Vinduja, Dhanya, M | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| urbisphere -Berlin campaign: Investigating multi-scale urban impacts on the atmospheric boundary layer | Fenner, Daniel, Christen, Andreas, Grimmond, Sue, Meier, Fred, Morrison, William, Zeeman, Matthias, Barlow, Janet, Birkmann, Jorn, Blunn, Lewis, Chrysoulakis, Nektarios, Clements, Matthew, Glazer, Russell, Hertwig, Denise, Kotthaus, Simone, Konig, Kai, Looschelders, Dana, Mitraka, Zina, Poursanidis, Dimitris, Tsirantonakis, Dimitris, Bechtel, Benjamin, Benjamin, Kit, Beyrich, Frank, Briegel, Ferdinand, Feigel, Gregor, Gertsen, Carlotta, Iqbal, Nimra, Kittner, Jonas, Lean, Humphrey, Liu, Yiqing, Luo, Zhiwen, McGrory, Megan, Metzger, Swen, Paskin, Matthew, Ravan, Marvin, Ruhtz, Thomas, Saunders, Bethany, Scherer, Dieter, Smith, Stefan Thor, Stretton, Megan, Trachte, Katja, Van Hove, Melania | Aerosol Optical Depth/Thickness, Land Surface Temperature, Emissivity | |
| A New Bottom-of-Atmosphere (BOA) Radiance-Based Hybrid Method for | Zhou, Shugui, Cheng, Jie | Land Surface Temperature, Emissivity | |
| Boundary-dependent urban impacts on timing, pattern, and magnitude of heavy rainfall in Istanbul | Donmez, Kutay, Donmez, Berkay, Diren-Ustun, Deniz H., Unal, Yurdanur | Land Surface Temperature, Emissivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | |
| Downscaling land surface temperatureA framework based on geographically and temporally neural network weighted autoregressive model with spatio-temporal fused scaling factors | Wu, Jinhua, Xia, Linyuan, On Chan, Ting, Awange, Joseph, Zhong, Bo | Reflectance, Land Surface Temperature, Emissivity | |
| How the Interaction of Heatwaves and Urban Heat Islands Amplify Urban Warming | University of Quebec at Montreal (UQAM), Faculty of sciences, Institute of Environmental Sciences, Canada, Garuma, Gemechu Fanta | Land Surface Temperature, Emissivity | |
| An operational land surface temperature retrieval methodology for Chinese second-generation Huanjing disaster monitoring satellite data | Zhao, Enyu, Gao, Caixia, Han, Qijin, Yao, Yuying, Wang, Yulei, Yu, Chunyan, Yu, Haoyang | Land Surface Temperature, Emissivity | |
| Determination of global land surface temperature using data from only five selected thermal infrared channels: Method extension and accuracy assessment | Zheng, Xiaopo, Li, Zhao-Liang, Wang, Tianxing, Huang, Huabing, Nerry, Francoise | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Reconstruction of daily evapotranspiration under cloudy sky constrained by soil water budget balance | Jiang, Yazhen, Tang, Ronglin, Li, Zhao-Liang | Reflectance, Land Surface Temperature, Emissivity | |
| Spatial and temporal inversion of land surface temperature along coastal cities in arid regions | Al-Ruzouq, Rami, Shanableh, Abdallah, Khalil, Mohamad Ali, Zeiada, Waleed, Hamad, Khaled, Abu Dabous, Saleh, Gibril, Mohamed Barakat A., Al-Khayyat, Ghadeer, Kaloush, Kamil E., Al-Mansoori, Saeed, Jena, Ratiranjan | Land Surface Temperature, Emissivity | |
| Satellite-Observed Thermal Anomalies and Deformation Patterns Associated to the 2021, Central Crete Seismic Sequence | Peleli, Sofia, Kouli, Maria, Vallianatos, Filippos | Land Surface Temperature, Emissivity | |
| Urbanization-induced changes in convective and frontal precipitation events in Ankara | Donmez, Berkay, Donmez, Kutay, Diren-Ustun, Deniz H., Unal, Yurdanur | Land Surface Temperature, Emissivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | |
| A comparative approach of data-driven split-window algorithms and MODIS products for land surface temperature retrieval | Garajeh, Mohammad Kazemi, Feizizadeh, Bakhtiar | Land Surface Temperature, Emissivity | |
| Mapping daily evapotranspiration at field scale using the Harmonized Landsat and Sentinel-2 dataset, with sharpened VIIRS as a Sentinel-2 thermal proxy | Xue, Jie, Anderson, Martha C., Gao, Feng, Hain, Christopher, Yang, Yun, Knipper, Kyle R., Kustas, William P., Yang, Yang | Evapotranspiration, Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Monitoring temporal variations in the geothermal activity of Miocene Lesvos volcanic field using remote sensing techniques and MODIS LST imagery | Peleli, Sophia, Kouli, Maria, Marchese, Francesco, Lacava, Teodosio, Vallianatos, Filippos, Tramutoli, Valerio | Land Surface Temperature, Emissivity | |
| Estimating evapotranspiration of mediterranean oak savanna at multiple temporal and spatial resolutions. Implications for water resources management | Carpintero, Elisabet, Anderson, Martha C., Andreu, Ana, Hain, Christopher, Gao, Feng, Kustas, William P., Gonzalez-Dugo, Maria P. | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Surface Temperature, Emissivity | |
| Estimation of all-sky 1 km land surface temperature over the conterminous United States | Li, Bing, Liang, Shunlin, Liu, Xiaobang, Ma, Han, Chen, Yan, Liang, Tianchen, He, Tao | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Downscaling land surface temperature based on non-linear geographically weighted regressive model over urban areas | Wang, Shumin, Luo, Youming, Li, Xia, Yang, Kaixiang, Liu, Qiang, Luo, Xiaobo, Li, Xiuhong | Land Surface Temperature, Emissivity | |
| Diurnal Variability of Surface Temperature over Lakes: Case Study for | Chen, Wen, Pinker, Rachel T., Rivera, Gerardo, Hook, Simon | Land Surface Temperature, Emissivity | |
| Factors affecting urban electricity consumptiona case study in the Bangkok Metropolitan Area using an integrated approach of earth observation data and data analysis | Nguyen, Can Trong, Nguyen, Diep Thi Hong, Phan, Diem Kieu | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Land surface temperature from GOES-East and GOES-West | Chen, Wen, Pinker, Rachel T., Ma, Yingtao, Hulley, Glynn, Borbas, Eva, Islam, Tanvir, Cawse-Nicholson, Kerry-A., Hook, Simon, Hain, Chris, Basara, Jeff | Land Surface Temperature, Emissivity | |
| Phenological corrections to a field-scale, ET-based crop stress indicator: An application to yield forecasting across the US Corn Belt | Yang, Yang, Anderson, Martha C., Gao, Feng, Johnson, David M., Yang, Yun, Sun, Liang, Dulaney, Wayne, Hain, Christopher R., Otkin, Jason A., Prueger, John, Meyers, Tilden P., Bernacchi, Carl J., Moore, Caitlin E. | Land Surface Temperature, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | |
| Comparing different space-borne sensors and methods for the retrieval of land surface temperature | Rehman, Arif UR, Ullah, Sami, Liu, Qijing, Khan, Muhammad Sadiq | Land Surface Temperature, Emissivity | |
| Assessment of different kernel-driven models for daytime urban thermal radiation directionality simulation | Jiang, Lu, Zhan, Wenfeng, Hu, Leiqiu, Huang, Fan, Hong, Falu, Liu, Zihan, Lai, Jiameng, Wang, Chenguang | Land Surface Temperature, Emissivity | |
| Biophysical constraints on evapotranspiration partitioning for a conductance-based two source energy balance model | Bu, Jingyi, Gan, Guojing, Chen, Jiahao, Su, Yanxin, Garcia, Monica, Gao, Yanchun | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Albedo, Anisotropy | |
| The role of declining snow cover in the desiccation of the Great Salt Lake, Utah, using MODIS data | Hall, Dorothy K., O'Leary, Donal S., DiGirolamo, Nicolo E., Miller, Woodruff, Kang, Do Hyuk | Land Surface Temperature, Emissivity, Albedo, Anisotropy | |
| Seamless downscaling of the ESA CCI soil moisture data at the daily scale with MODIS land products | Zhao, Wei, Wen, Fengping, Wang, Qunming, Sanchez, Nilda, Piles, Maria | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Toward operational validation systems for global satellite-based terrestrial essential climate variables | Bayat, Bagher, Camacho, Fernando, Nickeson, Jaime, Cosh, Michael, Bolten, John, Vereecken, Harry, Montzka, Carsten | Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content, Vegetation Water Content, Evapotranspiration, Latent Heat Flux, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Emissivity, Land Surface Temperature, Normalized Difference Vegetation Index (NDVI), Albedo, Anisotropy, Reflectance, Sea Surface Temperature | |
| Validation of non-linear split window algorithm for land surface temperature estimation using Sentinel-3 satellite imagery: Case study; Tehran Province, Iran | Zarei, Arastou, Shah-Hosseini, Reza, Ranjbar, Sadegh, Hasanlou, Mahdi | Land Surface Temperature, Emissivity | |
| Validation of AVHRR Land Surface Temperature with MODIS and In Situ | Reiners, Philipp, Asam, Sarah, Frey, Corinne, Holzwarth, Stefanie, Bachmann, Martin, Sobrino, Jose, Gottsche, Frank-M., Bendix, Jorg, Kuenzer, Claudia | Land Surface Temperature, Emissivity | |
| Urban heat island formation in greater Cairo: Spatio-temporal analysis of daytime and nighttime land surface temperatures along the urban-rural gradient | Athukorala, Darshana, Murayama, Yuji | Land Surface Temperature, Emissivity | |
| A case-study of land-atmosphere coupling during monsoon onset in | Barton, Emma J., Taylor, Christopher M., Parker, Douglas J., Turner, Andrew G., Belusic, Danijel, Boing, Steven J., Brooke, Jennifer K., Harlow, R. Chawn, Harris, Phil P., Hunt, Kieran, Jayakumar, A., Mitra, Ashis K. | Land Surface Temperature, Emissivity | |
| A machine learning approach for remote sensing data gap-filling with open-source implementationAn example regarding land surface temperature, surface albedo and NDVI | Sarafanov, Mikhail, Kazakov, Eduard, Nikitin, Nikolay O., Kalyuzhnaya, Anna V. | Reflectance, Land Surface Temperature, Emissivity | |
| A method for estimating the threshold wind speed for dust emissions as a function of soil moisture | Matsushima, Dai, Kimura, Reiji, Kurosaki, Yasunori, Ganzorig, Ulgiichimeg, Shinoda, Masato | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Albedo, Anisotropy | |
| Investigation and validation of algorithms for estimating land surface temperature from Sentinel-3 SLSTR data | Yang, Jiajia, Zhou, Ji, Gottsche, Frank-Michael, Long, Zhiyong, Ma, Jin, Luo, Ren | Land Surface Temperature, Emissivity | |
| Investigating impacts of drought and disturbance on evapotranspiration over a forested landscape in North Carolina, USA using high spatiotemporal resolution remotely sensed data | Yang, Yun, Anderson, Martha, Gao, Feng, Hain, Christopher, Noormets, Asko, Sun, Ge, Wynne, Randolph, Thomas, Valerie, Sun, Liang | Albedo, Anisotropy, Reflectance, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity | |
| Frozen ground and snow cover monitoring in livingston and deception islands, antarcticaPreliminary results of the 2015-2019 permasnow project | De Pablo, M.A., Jimenez, J.J., Ramos, M., Prieto, M., Molina, A., Vieira, G., Hidalgo, M.A., Fernandez, S., Recondo, C., Calleja, J.F., Peon, J.J., Corbea-Perez, A., Maior, C.N., Morales, M., Mora, C. | Land Surface Temperature, Emissivity | |
| Development of a land surface temperature retrieval algorithm from GK2A/AMI | Choi, Youn-Young, Suh, Myoung-Seok | Land Surface Temperature, Emissivity | |
| Processing of near real time land surface temperature and Its application in forecasting forest fire danger conditions | Ahmed, M., Hassan, Quazi, Abdollahi, Masoud, Gupta, Anil | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity | |
| UHI ESTIMATION BASED ON ASTER AND MODIS SATELLITE IMAGERY: FIRST RESULTS ON STRASBOURG CITY, FRANCE | Del Pozo, S., Landes, T., Nerry, F., Kastendeuch, P., Najjar, G., Philipps, N., Laguela, S. | Land Surface Temperature, Sea Surface Temperature, Emissivity | |
| Urban air temperature model using GOES-16 LST and a diurnal regressive neural network algorithm | Hrisko, Joshua, Ramamurthy, Prathap, Yu, Yunyue, Yu, Peng, Melecio-Vazquez, David | Land Surface Temperature, Emissivity | |
| A full satellite-driven method for the retrieval of clear-sky evapotranspiration | Leng, Pei, Liao, QianYu, Gao, MaoFang, Duan, SiBo, Li, ZhaoLiang, Zhang, Xia, Shang, GuoFei | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| New methods for deriving clear-sky surface longwave downward radiation based on remotely sensed data and ground measurements | Zhou, W., Shi, J. C., Wang, T. X., Peng, B., Husi, L., Yu, Y. C., Zhao, R. | Land Surface Temperature, Emissivity | |
| Estimating surface soil heat flux in permafrost regions using remote sensing-based models on the northern Qinghai-Tibetan Plateau under clear-sky conditions | Yang, Cheng, Wu, Tonghua, Wang, Jiemin, Yao, Jimin, Li, Ren, Zhao, Lin, Xie, Changwei, Zhu, Xiaofan, Ni, Jie, Hao, Junming | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Surface Temperature, Emissivity | |
| Estimation of latent heat flux using satellite land surface temperature and a variational data assimilation scheme over a eucalypt forest savanna in Northern Australia | Barraza, Veronica, Grings, Francisco, Franco, Mariano, Douna, Vanesa, Entekhabi, Dara, Restrepo-Coupe, Natalia, Huete, Alfredo, Gassmann, Maria, Roitberg, Esteban | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification | |
| Evaluation of land surface temperature by comparing FY-3C/VIRR with Terra/MODIS and MSG/SEVIRI data | Gao, Caixia, Qiu, Shi, Li, Chuanrong, Tang, Lingli, Ma, Lingling, Qian, Yonggang, Zhao, Yongguang, Ren, Lu | Land Surface Temperature, Emissivity | |
| Elevation-dependent warming of land surface temperatures in the Andes assessed using MODIS LST time series (2000-2017) | Aguilar-Lome, Jaime, Espinoza-Villar, Raul, Espinoza, Jhan-Carlo, Rojas-Acuna, Joel, Willems, Bram Leo, Leyva-Molina, Walter-Martin | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |
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 |
|---|---|---|---|---|---|---|---|
| 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 |
| Error_LST | Land Surface Temperature Error | Kelvin | uint8 | 0 | 1 to 255 | 0.04 | N/A |
| Latitude | Latitude of every 5 scan lines and 5 pixels | Degree | float32 | -999 | -90 to 90 | N/A | N/A |
| Longitude | Longitude of every 5 scan lines and 5 pixels | Degree | float32 | -999 | -180 to 180 | N/A | N/A |
| LST | Land Surface Temperature | Kelvin | uint16 | 0 | 7500 to 65535 | 0.02 | N/A |
| QC | Quality control for daytime LST and emissivity | Bit Field | uint16 | N/A | 0 to 65535 | N/A | N/A |
| View_angle | Zenith angle of MODIS viewing at the pixel | Degree | uint8 | 255 | 0 to 180 | 0.5 | N/A |
| View_time | Local time of pixel observation | Hours | uint8 | 255 | 0 to 240 | 0.1 | N/A |