Google earth engine cloud computing platform for remote sensing big data applications: A comprehensive review

M Amani, A Ghorbanian, SA Ahmadi… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Remote sensing (RS) systems have been collecting massive volumes of datasets for
decades, managing and analyzing of which are not practical using common software …

Google Earth Engine and artificial intelligence (AI): a comprehensive review

L Yang, J Driscol, S Sarigai, Q Wu, H Chen, CD Lippitt - Remote Sensing, 2022 - mdpi.com
Remote sensing (RS) plays an important role gathering data in many critical domains (eg,
global climate change, risk assessment and vulnerability reduction of natural hazards …

Evasion of tipping in complex systems through spatial pattern formation

M Rietkerk, R Bastiaansen, S Banerjee… - Science, 2021 - science.org
BACKGROUND In the Anthropocene, there is a need to better understand the catastrophic
effects that climate and land-use change may have on ecosystems, Earth system …

African burned area and fire carbon emissions are strongly impacted by small fires undetected by coarse resolution satellite data

R Ramo, E Roteta, I Bistinas… - Proceedings of the …, 2021 - National Acad Sciences
Fires are a major contributor to atmospheric budgets of greenhouse gases and aerosols,
affect soils and vegetation properties, and are a key driver of land use change. Since the …

Elevation in wildfire frequencies with respect to the climate change

S Mansoor, I Farooq, MM Kachroo… - Journal of …, 2022 - Elsevier
Forests have been undergoing through immense pressure due to the factors like human
activities; procurement of forest products and climate change which is a major factor …

[HTML][HTML] Development of a Sentinel-2 burned area algorithm: Generation of a small fire database for sub-Saharan Africa

E Roteta, A Bastarrika, M Padilla, T Storm… - Remote sensing of …, 2019 - Elsevier
A locally-adapted multitemporal two-phase burned area (BA) algorithm has been developed
using as inputs Sentinel-2 MSI reflectance measurements in the short and near infrared …

Landsat-8 and Sentinel-2 based Forest fire burn area mapping using machine learning algorithms on GEE cloud platform over Uttarakhand, Western Himalaya

S Bar, BR Parida, AC Pandey - Remote Sensing Applications: Society and …, 2020 - Elsevier
The accurate quantitative and qualitative estimation of burn-area are crucial to analyze the
impact of fire on forest. The medium resolution optical-satellite imagery of Landsat-8 and …

Bibliometric analysis of global NDVI research trends from 1985 to 2021

Y Xu, Y Yang, X Chen, Y Liu - Remote Sensing, 2022 - mdpi.com
As one of the earliest remote sensing indices, the Normalized Difference Vegetation Index
(NDVI) has been employed extensively for vegetation research. However, despite an …

Google Earth Engine for large-scale land use and land cover mapping: An object-based classification approach using spectral, textural and topographical factors

H Shafizadeh-Moghadam, M Khazaei… - GIScience & Remote …, 2021 - Taylor & Francis
Mapping the distribution and type of land use and land cover (LULC) is essential for
watershed management. The Tigris-Euphrates basin is a transboundary region in the Middle …

[图书][B] Fundamentals of satellite remote sensing: An environmental approach

E Chuvieco - 2020 - taylorfrancis.com
Fundamentals of Satellite Remote Sensing: An Environmental Approach, Third Edition, is a
definitive guide to remote sensing systems that focuses on satellite-based remote sensing …