Statistical modeling for land surface temperature in Borneo island from 2000 to 2019
نویسندگان
چکیده
Increased temperature is one of the signals global warming. Trends in land surface can be used to measure climate change. This research aimed investigate variation Borneo island using a cubic spline method and multivariate regression model. The was divided into 8 regions each comprising 9 subregions. Land temperatures for subregion from 2000 2019 were obtained National Aeronautics Space Administration Moderate Resolution Imaging Spectroradiometer database. average increase 0.2 °C/decade with 95% confidence interval (0.14, 0.27) °C. changes differed by region; significant seen Sarawak, North Kalimantan, West West-central Central-east Kalimantan slight decrease Sabah Brunei Darussalam (Sabah Brunei) East Kalimantan; stable trend South Kalimantan.
منابع مشابه
Development a split window algorithm to estimate land surface temperature from Sentinel -3 satellite data
Land Surface Temperature (LST) is an important indicator of the study of energy balance models at the earthchr('39')s surface and the interactions between the Earth and the atmosphere on a regional and global scale. To date, different algorithms have been developed in the last few decades to determine the land surface temperature using various satellite images. In this study, a new split window...
متن کاملDiurnal Air Temperature Modeling Based on the Land Surface Temperature
The air temperature is an essential variable in many applications related to Earth science. Sporadic spatial distribution of weather stations causes a low spatial resolution of measured air temperatures. This study focused on modeling the air diurnal temperature cycle (DTC) based on the land surface temperature (LST) DTC. The air DTC model parameters were estimated from LST DTC model parameters...
متن کاملComparison of Some Split-window Algorithms to Estimate Land Surface Temperature from AVHRR Data in Southeastern Tehran,
Land surface temperature (LST) is a significant parameter for many applications. Many studies have proposedvarious algorithms, such as the split-window method, for retrieving surface temperatures from two spectrallyadjacent thermal infrared bands of satellite data. Each algorithm is developed for a limited study area andapplication. In this paper, as part of developing an optimal split-window m...
متن کاملImpact of urban land cover change on land surface temperature
The rapid growth in urban population is seen to create a need for the development of more urban infrastructures. In order to meet this need, natural surfaces such as vegetation are been replaced with non-vegetated surfaces such as asphalt and bricks which has the ability to absorb heat and release it later. This change in land cover is seen to increase the land surface temperature. Previous stu...
متن کاملland surface temperature modeling using noaa-avhrr thermal data
the highest temperatures of the world are recorded in dry and warm climates. this can especially be observed in deserts, where vegetations and soil moisture are very low. as a result, the soil surface receives high thermal energy and its temperature rises up. the lut desert has the above characteristics, making it a suitable environment to prepare land surface temperature (lst) models. objectiv...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Theoretical and Applied Climatology
سال: 2022
ISSN: ['1434-4483', '0177-798X']
DOI: https://doi.org/10.1007/s00704-021-03891-8