Comparison of Multiple Linear Regression, Cubist Regression, and Random Forest Algorithms to Estimate Daily Air Surface Temperature from Dynamic Combinations of MODIS LST Data

Spring and summer monthly MODIS LST is inherently biased compared to air temperature in snow covered sub-Arctic mountains

(2017) Scott N. Williamson et al.   REMOTE SENSING OF ENVIRONMENT

Estimating daily air temperature across the Southeastern United States using high-resolution satellite data: A statistical modeling study

(2016) Liuhua Shi et al.   ENVIRONMENTAL RESEARCH

A statistical framework for estimating air temperature using MODIS land surface temperature data

(2016) Nasime Janatian et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Mapping Daily Air Temperature for Antarctica Based on MODIS LST

(2016) Hanna Meyer et al.   Remote Sensing

Estimating Daily Maximum and Minimum Land Air Surface Temperature Using MODIS Land Surface Temperature Data and Ground Truth Data in Northern Vietnam

(2016) Phan Noi et al.   Remote Sensing

Estimating daily air temperatures over the Tibetan Plateau by dynamically integrating MODIS LST data

(2016) Hongbo Zhang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Mapping of Daily Mean Air Temperature in Agricultural Regions Using Daytime and Nighttime Land Surface Temperatures Derived from TERRA and AQUA MODIS Data

(2015) Ran Huang et al.   Remote Sensing

Estimation of Daily Air Temperature Based on MODIS Land Surface Temperature Products over the Corn Belt in the US

(2015) Linglin Zeng et al.   Remote Sensing

Evaluating machine learning approaches for the interpolation of monthly air temperature at Mt. Kilimanjaro, Tanzania

(2015) Tim Appelhans et al.   Spatial Statistics

Evaluation of the Consistency of MODIS Land Cover Product (MCD12Q1) Based on Chinese 30 m GlobeLand30 Datasets: A Case Study in Anhui Province, China

(2015) Dong Liang et al.   ISPRS International Journal of Geo-Information

Daily minimum and maximum surface air temperatures from geostationary satellite data

(2015) Elizabeth Good   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Groundwater conceptualization and modeling using distributed SWAT-based recharge for the semi-arid agricultural Neishaboor plain, Iran

(2014) A. Izady et al.   HYDROGEOLOGY JOURNAL

Improvements in the estimation of daily minimum air temperature in peninsular Spain using MODIS land surface temperature

(2014) Juanjo Peón et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimating daily maximum air temperature from MODIS in British Columbia, Canada

(2014) Yongming Xu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mapping maximum urban air temperature on hot summer days

(2014) Hung Chak Ho et al.   REMOTE SENSING OF ENVIRONMENT

Daily mean air temperature estimation from MODIS land surface temperature products based on M5 model tree

(2013) Saeed Emamifar et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Subpixel Urban Land Cover Estimation

(2013) Jeffrey T. Walton   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Evaluating Cloud Contamination in Clear-Sky MODISTerraDaytime Land Surface Temperatures Using Ground-Based Meteorology Station Observations

(2012) Scott N. Williamson et al.   JOURNAL OF CLIMATE

Estimating air surface temperature in Portugal using MODIS LST data

(2012) A. Benali et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of daily maximum and minimum air temperature using MODIS land surface temperature products

(2012) Wenbin Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of surface air temperature over central and eastern Eurasia from MODIS land surface temperature

(2011) Suhung Shen et al.   Environmental Research Letters

Estimation of instantaneous air temperature above vegetation and soil surfaces from Landsat 7 ETM+ data in northern Germany

(2011) Carolin Wloczyk et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Empirical models for estimating daily maximum, minimum and mean air temperatures with MODIS land surface temperatures

(2011) Wen Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Effects of using air temperature as a proxy for potential evapotranspiration in climate change scenarios of Great Lakes basin hydrology

(2011) Brent M. Lofgren et al.   JOURNAL OF GREAT LAKES RESEARCH

Working towards a community-wide understanding of satellite skin temperature observations

(2010) Cheney Shreve   Environmental Research Letters

Land surface skin temperature climatology: benefitting from the strengths of satellite observations

(2010) Menglin Jin et al.   Environmental Research Letters

Air temperature estimation with MSG-SEVIRI data: Calibration and validation of the TVX algorithm for the Iberian Peninsula

(2010) Héctor Nieto et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of MODIS land surface temperature data to estimate air temperature in different ecosystems over Africa

(2009) Christelle Vancutsem et al.   REMOTE SENSING OF ENVIRONMENT

Cloud Detection with MODIS. Part II: Validation

(2008) S. A. Ackerman et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Crop growth modelling and crop yield forecasting using satellite-derived meteorological inputs

(2007) A.J.W. de Wit et al.   International Journal of Applied Earth Observation and Geoinformation

New refinements and validation of the MODIS Land-Surface Temperature/Emissivity products

(2007) Z WAN   REMOTE SENSING OF ENVIRONMENT