[HTML][HTML] Learning class-specific spectral patterns to improve deep learning-based scene-level fire smoke detection from multi-spectral satellite imagery
This paper introduces the Input Amplification (InAmp) module, a deep learning (DL)
innovation designed to enable DL models to automatically learn class-specific spectral …
innovation designed to enable DL models to automatically learn class-specific spectral …
[HTML][HTML] Utilizing remotely sensed observations to estimate the urban heat island effect at a local scale: Case study of a university campus
The urban heat island (UHI) effect has become a significant focus of research in today's era
of climate change, and a key consideration for the next generation of urban planning …
of climate change, and a key consideration for the next generation of urban planning …
Boundary extraction of urban built-up area based on luminance value correction of NTL image
M Wang, Y Song, F Wang… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
Nighttime light image (NTL) is an effective data for urban built-up area. Due to the
shortcomings of low resolution and the blooming effect of NTL, the extraction result of the …
shortcomings of low resolution and the blooming effect of NTL, the extraction result of the …
[HTML][HTML] Utilizing Semi-variograms and geostatistical approach for land value model in urban region
The availability of land in Bandung City become a challenge for urban development.
Bandung has long been an urbanization destination for Indonesians besides Jakarta …
Bandung has long been an urbanization destination for Indonesians besides Jakarta …
Modelling the behavior of DVI and IPVI vegetation indices using multi-temporal remotely sensed data
M Gunathilaka - International Journal of Environment, Engineering and …, 2021 - ijeedu.com
Remote sensing techniques are widely used to detect and analyze land cover changes due
to their accuracy and cost-effectiveness. Among the various spectral indices derived from the …
to their accuracy and cost-effectiveness. Among the various spectral indices derived from the …
Comparison of machine and deep learning algorithms using Google Earth Engine and Python for land classifications
Classifying land use and land cover (LULC) is essential for various environmental
monitoring and geospatial analysis applications. This research focuses on land …
monitoring and geospatial analysis applications. This research focuses on land …
A New High-Resolution Rural Built-Up Land Extraction Method Based on Artificial Surface Index with Short-Wave Infrared Downscaling
W Zhu, C Yuan, Y Tian, Y Wang, L Li, C Hu - Remote Sensing, 2024 - mdpi.com
The complexity of surface characteristics in rural areas poses challenges for accurate
extraction of built-up areas from remote sensing images. The Artificial Surface Index (ASI) …
extraction of built-up areas from remote sensing images. The Artificial Surface Index (ASI) …
[HTML][HTML] Sentinel-2A MSI ve Landsat-9 OLI-2 görüntüleri kullanılarak farklı geçirimsiz yüzey indekslerinin karşılaştırmalı değerlendirmesi: Samsun örneği
D Öztürk - Ege Coğrafya Dergisi, 2022 - dergipark.org.tr
Dünyada hızlı bir kentleşme yaşanmakta ve kentleşme süreciyle birlikte önemli miktarda
doğal alan geçirimsiz yüzeylere dönüşmektedir. Kentsel alanlarda geçirimsiz yüzeylerin …
doğal alan geçirimsiz yüzeylere dönüşmektedir. Kentsel alanlarda geçirimsiz yüzeylerin …
Climate change-induced spatiotemporal variations of land use land cover by using multitemporal satellite imagery analysis
This study examines Islamabad's landscape changes over four decades, attributing land
degradation to shifts in land use and cover. Using Landsat imagery from 1980 to 2023, it …
degradation to shifts in land use and cover. Using Landsat imagery from 1980 to 2023, it …
Detection of development and density urban build-up area with satellite image overlay
The growth dynamics of urban areas and the increase in land requirements are a series of
each other influence each other The method used in this study is a quantitative method …
each other influence each other The method used in this study is a quantitative method …