‘Urbanization’ refers to the expansion of built-up areas caused by several factors. This study focuses on urbanization process in Kathmandu, capital Nepal. Supervised classification was conducted Google Earth Engine using Landsat data for years 2001, 2011 and 2021. The random forest classifier with 250 trees used generate land-cover map. A map 2021 as base InVEST tool scenario modelling. An acc...

Highland Andean ecosystems sustain high levels of floral and faunal biodiversity in areas with diverse topography provide varied ecosystem services, including the supply water to cities downstream agricultural valleys. Google (™) has developed a product specifically designed for mapping purposes (Earth Engine), which enables users harness computing power cloud-based solution near-real time land...

Provinsi Sumatera Utara di Indonesia tercatat telah memproduksi komoditas ekspor yang sangat tinggi untuk Ikan Kerapu. Hal ini harus dipertahankan sebagai upaya menjaga keberlangsungan ekonomi perikanan. Salah satu cara mengembangbiakan Kerapu adalah dengan marin akuakultur (marikultur) bergantung pada ekologi lautan seperti keberadaan klorofil-a, Suhu Permukaan Laut (SPL), Muatan Padat Tersusp...

Abstract. Photovoltaic (PV) technology, an efficient solution for mitigating the impacts of climate change, has been increasingly used across world to replace fossil fuel power minimize greenhouse gas emissions. With world's highest cumulative and fastest built PV capacity, China needs assess environmental social these established plants. However, a comprehensive map regarding plants' locations...

Identifying impervious surfaces for monitoring urban expansion is important the sustainable management of land resources and protection environment. Remote sensing provides an data source use/land cover mapping, these can be analyzed with various techniques different purposes. If aim to extract information easily rapidly, using spectral indices most appropriate solution, there are many created ...

The composition and distribution of wetland vegetation is critical for ecosystem diversity sustainable development. However, tidal flat environments are complex, obtaining effective satellite imagery challenging due to the high cloud coverage. Moreover, it difficult acquire phenological feature data extract species-level information by using only spectral or individual images. To solve these li...

Precise knowledge of crop water consumption is essential to better manage agricultural use, particularly in regions where most countries struggle with increasing and food insecurity. Approaches such as cloud computing remote sensing (RS) have facilitated access, process, visualization big geospatial data map monitor requirements. To find the reliable Vegetation Index (VI)-based evapotranspirati...