N: 90 S: -90 E: 180 W: -180
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The submitted value 10 in the Items element is not allowed.Description
The Terra Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature/Emissivity 8-Day (MOD11A2) Version 6.1 product provides an average 8-day per-pixel Land Surface Temperature and Emissivity (LST&E) with a 1 kilometer (km) spatial resolution in a 1,200 by 1,200 km grid. Each pixel value in the MOD11A2 is a simple average of all the corresponding MOD11A1 LST pixels collected within that 8-day period. The 8-day compositing period was chosen because twice that period is the exact ground track repeat period of the Terra and Aqua platforms. 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
- For complete information about known issues please refer to the MODIS/VIIRS Land Quality Assessment website.
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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 (MOD11A2) followed by the Julian Date of Acquisition formatted as AYYYYDDD (A2025209), the Tile Identifier which is horizontal tile and vertical tile provided as hXXvYY (h20v17), the Version of the data collection (061), the Julian Date and Time of Production designated as YYYYDDDHHMMSS (2025217165719), 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 |
|---|---|---|---|
| Monitoring Changes in Landsat Thermal Features in Urban and Non-Urban | Shi, Hua, Barber, Christopher P., Sayler, Kristi L., Smith, Kelcy, Hussain, Reza | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Crop/Plant Yields, Land Use Classes, Landscape Patterns, Surface Radiative Properties | |
| InSAR Deformation Analysis and Response Mechanism of Retrogressive Thaw Slumps in Permafrost Region of the QinghaiTibet Engineering Corridor | Chi, Yintong, He, Yi, Huo, Tianbao, Li, Hongzhe, Chen, Jian | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | |
| Northeast Italian viticulture affected by heat and vegetation stress. A | Baldan, Vincenzo, Straffelini, Eugenio, DAgostino, Vincenzo, Tarolli, Paolo | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Novel Hybrid Machine Learning Framework for Agroecological Zoning in a Tropical Data-Scarce Region: Case Study of the South-Kivu, Eastern D.R. Congo | Kulimushi, Luc Cimusa, Mondo, Jean Mubalama, Bashagaluke, Janvier Bigabwa, Bisimwa, Aime Heri-Kazi, Balezi, Alphonse Zihalirwa, Majaliwa, Jackson-Gilbert M., Kahindo, Charles, Singh, Sudhir Kumar, Ray, Ram Lakhan, Karume, Katcho | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| 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 | |
| An Interpretable Index-Based Analysis and Scenario-Based Spatial Simulation of Vegetation Drought in the Yellow River Water Conservation Area | Li, Rong, Zhu, Rui, Yin, Zhenliang, Li, Tong, Li, Mengwei, Zhou, Ganlin | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Commodity-driven deforestation doubles local warming from tropical forest loss | Smith, Callum, Baker, Jessica C A, Doggart, Nike H, Argles, Arthur P K, Robertson, Eddy, Chadwick, Robin, Adami, Marcos, Coelho, Caio A S, Spracklen, Dominick V | Land Use/Land Cover Classification, Albedo, Anisotropy, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity | |
| Comparing the benefits of native and novel ecosystems as urban nature-based solutions: a case study of Johannesburg, South Africa | Hyslop, Camilla, Venter, Zander, Stevens, Nicola | Land Surface Temperature, Emissivity | |
| Decadal Dynamics of Nighttime Urban Heat Island in Coimbatore: A Spatio-Temporal Investigation of Thermal Clustering and Intensification | Gadekar, Kajesh, Mathew, Aneesh, Sarwesh, P, Naresh, Chinthu | Land Surface Temperature, Emissivity | |
| Observed and Modeled Interactions Between Atmospheric Pollutants and Urban Thermal Environment in an Arid City: Urumqi as a Case Study | Wen, Cong, Wang, Yu, Mamtimin, Ali, Peng, Jian, Sayit, Hajigul, Feng, Jiali, Song, Meiqi, Gao, Jiacheng, Aihaiti, Ailiyaer, Liu, Junjian, Wulayin, Yisilamu, Zhou, Chenglong, Yang, Fan, Huo, Wen, Zhang, Guanfeng, Gong, Qing | Land Surface Temperature, Emissivity | |
| Remote Sensing and GIS Assessment of Drought Dynamics in the Ukrina River Basin, Bosnia and Herzegovina | Sabljic, Luka, Bajic, Davorin, Markovic, Slobodan B., Adzic, Dragutin, Spalevic, Velibor, Sestras, Paul, Pavic, Dragoslav, Lukic, Tin | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Response of Vegetation Phenology to Hydrothermal Variables on the QTP Using EVI and MSAVI | Zhao, Zhijian, Lin, Hui, Wang, Li, Huang, Min, Wu, Lei, Tang, Linling, Yang, Tao, Xiao, Xin | Albedo, Anisotropy, Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Reflectance | |
| Spatiotemporal dynamics and drivers of ecological quality in Shaanxi (Yellow River Basin, China) based on optimized RSEI and SHAP | Ma, Chan, Zhang, Chi, Chen, Hongqiang, Ma, Ming, Wang, Siyu | Land Surface Temperature, Emissivity | |
| The response and coupling coordination of soil moisture to vegetation in the Yellow Rivers primary tributaries: a multi-source data analysis of the Wanchuan River Basin | Liu, Xingyu, Li, Xiaodan, Zhang, Xiaoning, Yang, Jiali, Li, Zizhen, Zhang, Haichao, Liu, Xuelu | Land Surface Temperature, Emissivity | |
| Soybean yield estimation in the Brazilian Midwest using Sentinel-2 imagery | de Carvalho Pereira, Ester, Pereira dos Santos, Geovani, Chaves, Michel E. D., Salgado, Gabriela Cristina, Poppiel, Raul Roberto, Kaster, Daniel S., Yuan, Wenping, Junqueira, Cynthia, Chinatto, Adilson, dos Santos Luciano, Ana Claudia | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity | |
| Spatiotemporal patterns of surface temperature response to forest harvest in Europe | Huang, Bo, Li, Yan, Zhang, Xia, Stadler, Konstantin, Cherubini, Francesco | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Land Surface Temperature, Emissivity | |
| Spatiotemporal characteristics of drought in the Southwest Karst Rocky desertification zone, 19922022 | Zhang, Hanqi, Mo, Rongjian, Mo, Yanhua, Li, Rongping, Ma, Jiangming | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Spatio-Temporal Evaluation of Land Surface Temperature (LST) in Urban Areas: Assessing Its Adequacy for Dengue Risk Models | Benitez, Elisabet Marina, Gomez, Ximena Porcasi, Gamba, Paolo | Land Surface Temperature, Emissivity | |
| Satellite-based species-level monitoring of mangrove phenology and climate responses using EVI and lagged environmental correlations (20132024) | Koedsin, Werapong, Pinkaew, Surachet, Chan, Jonathan Cheung-Wai, Ritchie, Raymond J., Huete, Alfredo | Land Surface Temperature, Emissivity | |
| Widespread biophysical cooling effects due to post-fire greening | Xi, Huipeng, Wang, Qunming, Xiao, Yuelong, Guo, Ru, Tong, Xiaohua, Atkinson, Peter M. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Albedo, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Burned Area, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Urban greening mitigates surface warming induced by urbanization in | Liu, Feng, Wang, Lunche, Cao, Qian, Gu, Xihui, Xiao, Wen, Zhang, Xiang, Gao, Jun, Zheng, Liang, Zhang, Zixin | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| Vegetation cover dynamics of the Dniester basin under climate change influence in the 21st century. | Salyha, Volodymyr, Arkhypova, Liudmyla | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| A new approach for monitoring spatial and temporal changes in forest types in subtropical regions with sample migration and multi-source remote sensing data | Zheng, Pengfei, Han, Dongyang, Liu, Jiang, Xu, Bin, Fang, Panfei, Huang, Shaodong, Liu, Wendou, Chen, Shaozhi | Land Surface Temperature, Emissivity | |
| Intelligent mapping paradigm to overcome systematic bias in remote | Wang, Chao, Luo, Chong, Meng, Xiangtian, Wang, Changkun, Liu, Huanjun | Land Surface Temperature, Emissivity | |
| Mapping 1-km soybean yield across China from 2001 to 2020 based on ensemble learning | Zhang, Min, Xu, Xinlei, Ou, Junji, Zhang, Zengguang, Chen, Fangzheng, Shi, Lijie, Wang, Bin, Zhang, Meiqin, He, Liang, Zhang, Xueliang, Chen, Yong, Hu, Kelin, Feng, Puyu | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY | |
| Mapping residual malaria transmission in Vietnam | McPhail, Michael A., Gelaw, Yalemzewod Assefa, Nguyen, Xuan Thang, Oo, Win Han, Fowkes, Freya J.I., Ngo, Duc Thang, Nguyen, Thi Hong Phuc, Symons, Tasmin L., Weiss, Dan J., Gething, Peter W. | Land Surface Temperature, Emissivity | |
| Modeling sparse Rift Valley fever incidence data: a Bayesian perspective on zero-inflated self-exciting and autoregressive models | Angelakis, Alexandros, Nyawanda, Bryan O., Vounatsou, Penelope | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Modeling the Distribution and Richness of Mammalian Species in the | Massawe, Goodluck, Casas, Enrique, Marealle, Wilfred, Lyamuya, Richard, Mzumara, Tiwonge I., Mbewe, Willard, Arbelo, Manuel | Land Surface Temperature, Emissivity | |
| Monitoring Water Area Dynamics in Kashgar (20032023) Using Multi-Source Remote Sensing Data | Ding, Cong, Ren, Chao | Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux | |
| Integrating Remote Sensing and machine learning for dynamic burn probability mapping in data-limited contexts | Diaz-Vazquez, Diego, Casillas-Garcia, Luis Fernando, Garcia- Gonzalez, Alejandro, Graf Montero, Sergio Humberto, Marquez Rubio, Jose Isaac, Llamas Llamas, Juan Jose, Gradilla Hernandez, Misael Sebastian | Reflectance, Land Surface Temperature, Emissivity | |
| Inorganic Carbon Should Be Considered for Carbon Sequestration in Agricultural Soils | Liao, Yang, Deng, Lei, Huang, Yuanyuan, Wu, Jianzhao, Zheng, Wende, Shi, Jingwei, Dong, Lingbo, Li, Jiwei, Yang, Feng, Shangguan, Zhouping, Kuzyakov, Yakov | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Integrating human mobility and animal movement data reveals complex space-use between humans and white-tailed deer in urban environments | Peter, Szandra A., Gallo, Travis, Mullinax, Jennifer, Roess, Amira, Palomo-Munoz, Gabriela, Anderson, Taylor | Land Surface Temperature, Emissivity | |
| Local drivers of Rift Valley fever outbreaks in Mauritania: A one health approach combining ecological, vector, host and livestock movement data | Barry, Yahya, Metz, Markus, Krisztian, Lina, Haas, Julia, Brunn, Victoria-Leandra, Beyit, Abdellahi Diambar, El Bara, Ahmed, El Mamy Beyat, Ahmed Bezeid, Habiboulah, Habiboulah, Neteler, Markus, Cetre-Sossah, Catherine, Arsevska, Elena | Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Environmental Determinants of Foraging Site Revisitation by African | Jacob, Suzanne Antoinette, De Boer, Willem Frederik, De Knegt, Henrik Johan, Engelen, Cassander Cassijn, Henley, Michelle | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | |
| Evaluating climatic warming and the modulating effects of surface water and regional variables in western Bangladesh | Dastour, Hatef, Alam, Md. Mahbub, Dewan, Ashraf, Hassan, Quazi K. | Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | |
| EcoEvolutionary Dynamics of PlantSoil Feedbacks Explain the Spread Potential of a Plant Invader Under Climate Warming and Biocontrol Herbivory | Sun, Yan, Silvestro, Daniele, Mathes, Gregor H., van der Heijden, Marcel G. A., MullerScharer, Heinz | Land Surface Temperature, Emissivity | |
| How vulnerable are the nesting sites of loggerhead turtles in Cabo Verde? | Sousa-Guedes, Diana, Marco, Adolfo, Neves, Elton, Medina, Maria, Taxonera, Albert, Fairweather, Kirsten, Queiruga, Alberto, Veiga, Jairson, Patino-Martinez, Juan, Alirio, Joao, Bessa, Filipa, Sillero, Neftali | Land Surface Temperature, Emissivity | |
| Exploring potential environmental drivers of migration phenology in two Mongolian Plateau-nesting goose species | Zhang, Junjian, Li, Xianghuang, Deng, Xueqin, Damba, Iderbat, Batbayar, Nyambayar, Xu, Zhenggang, Zhang, Yong, Cao, Lei, Fox, Anthony David | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | |
| Evaluation of the potential effects of forest vegetation cover on surface temperature in different geographical and climatic regions of Shaanxi Province, China | Wang, Minghui, Liu, Jincheng | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Reflectance, Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux | |
| Evaluation of the performance of multiple reanalysis forcing data in | Xie, Yuxuan, Kong, Dongdong, Zhang, Yongqiang, Zhong, Yulong, Ma, Ning, Gong, Rouyan, Ci, Hui, Xiao, Mingzhong, Gu, Xihui | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Albedo, Anisotropy, Land Use/Land Cover Classification | |
| Forest edges are globally warmer than interiors and exceed optimal temperatures for vegetation productivity | Reek, Josephine Elena, Crowther, Thomas W., Lauber, Thomas, Schemm, Sebastian, Parastatidis, David, Chrysoulakis, Nektarios, Huang, Mengtian, Piao, Shilong, Zohner, Constantin M., Smith, Gabriel Reuben | Land Surface Temperature, Emissivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | |
| Forest fire distribution standard in the south of Amazonas state | Lemos, Natasha Souza Araujo, da Cunha, Jose Mauricio, Campos, Milton Cesar Costa, de Brito Filho, Elilson Gomes | Land Surface Temperature, Emissivity, Fire Occurrence, Surface Thermal Properties, THERMAL ANOMALIES | |
| Geostatistical analysis to guide treatment decisions for soil-transmitted helminthiasis control in Uganda | Nyawanda, Bryan O., Sullivan, Kristin M., Tinkitina, Benjamin, Beinamaryo, Prudence, Nabatte, Betty, Kyarisiima, Hilda, Mubangizi, Alfred, Emerson, Paul M., Utzinger, Jurg, Vounatsou, Penelope | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Global 30-m annual median vegetation height maps (20002022) based on ICESat-2 data and Machine Learning | Hunter, Maria O., Parente, Leandro, Ho, Yu-feng, Bonannella, Carmelo, Guimaraes Ferreira, Laerte, Morton, Douglas, Consoli, Davide, Sloat, Lindsey | Aerosol Optical Depth/Thickness, Land Surface Temperature, Emissivity | |
| Improving Dryland Depth to Water Table Estimate Using an Integrated Model With Three Submodels | Chen, Shaohui | Land Surface Temperature, Emissivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | |
| Habitat Loss and Other Threats to the Survival of Parnassius | Stojanovic, Dejan V., Visacki, Vladimir, Ranelovic, Dragana, Ivetic, Jelena, Orlovic, Sasa | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Land Surface Temperature, Emissivity | |
| Landsat Emissivity Mapping From Multiple Bands Spectral Reflectance | Hui, Jian, Qing, Chen, Luo, Ling, Li, Zihe, Ye, Xin | Land Surface Temperature, Emissivity | |
| Landsat LST Product Gap Filling Using the Multiple Features Ensemble | Hui, Jian, Qing, Chen, Luo, Ling, Duan, Yanhong, Ye, Xin | Land Surface Temperature, Emissivity | |
| Land surface temperature variability and climate change assessment for Ludhiana's tehsils using google earth engine | Kochhar, Aarti, Patel, Shashikant, Gupta, Ritika, Dhaliwal, Manveer Kaur, Pateriya, Brijendra | Reflectance, Land Surface Temperature, Emissivity | |
| Keeping it cool: a multi-case study of temperature, vegetation, and solar radiation in Ecuadorian schools | Canizares, Matea, Romero-Alvarez, Daniel | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy, Shortwave 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_sky_days | Day clear-sky coverage | Bit Field | uint8 | 0 | 1 to 255 | N/A | N/A |
| Clear_sky_nights | Night clear-sky coverage | Bit Field | uint8 | 0 | 1 to 255 | N/A | 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 | Day Land Surface Temperature | Kelvin | uint16 | 0 | 7500 to 65535 | 0.02 | N/A |
| LST_Night_1km | Night 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 |