[HTML][HTML] Google Earth Engine and artificial intelligence (AI): a comprehensive review
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 …
global climate change, risk assessment and vulnerability reduction of natural hazards …
A critical review on the state-of-the-art and future prospects of Machine Learning for Earth Observation Operations
P Miralles, K Thangavel, AF Scannapieco… - Advances in Space …, 2023 - Elsevier
Abstract The continuing Machine Learning (ML) revolution indubitably has had a significant
positive impact on the analysis of downlinked satellite data. Other aspects of the Earth …
positive impact on the analysis of downlinked satellite data. Other aspects of the Earth …
[HTML][HTML] A near real-time mapping of tropical forest disturbance using sar and semantic segmentation in google earth engine
Satellite-based forest alert systems are an important tool for ecosystem monitoring, planning
conservation, and increasing public awareness of forest cover change. Continuous …
conservation, and increasing public awareness of forest cover change. Continuous …
Sugarcane abandonment mapping in Rio de Janeiro state Brazil
PIB de Castro, H Yin, PDT Junior, E Lacerda… - Remote Sensing of …, 2022 - Elsevier
The mapping of sugarcane plantations and their changes is relevant to the economy and the
environment, notably due to sugarcane's interface in the biofuel industry through ethanol …
environment, notably due to sugarcane's interface in the biofuel industry through ethanol …
[HTML][HTML] User-Relevant Land Cover Products for Informed Decision-Making in the Complex Terrain of the Peruvian Andes
Land cover in mountainous regions is shaped by a complex web of stressors arising from
natural and anthropogenic processes. The co-design process implemented with regional …
natural and anthropogenic processes. The co-design process implemented with regional …
[HTML][HTML] The accuracy of land use and cover mapping across time in environmental disaster zones: the case of the b1 tailings dam rupture in Brumadinho, Brazil
CRM Filho, RF do Valle Junior, MMAP de Melo Silva… - Sustainability, 2023 - mdpi.com
The rupture of a tailings dam causes several social, economic, and environmental impacts
because people can die, the devastation caused by the debris and mud waves is expressive …
because people can die, the devastation caused by the debris and mud waves is expressive …
[HTML][HTML] The societal and economic impact of reforestation strategies and policies in Southeast Asia—A review
MR Ahmadzai, PH Zaki, MH Ismail, P Bawon… - Forests, 2022 - mdpi.com
This paper assesses the existing reforestation and forest conservation policies and
strategies in Southeast Asia and how they have impacted people's lives. Southeast Asia …
strategies in Southeast Asia and how they have impacted people's lives. Southeast Asia …
[HTML][HTML] Urban sprawl and covid-19 impact analysis by integrating deep learning with google earth engine
Timely information on land use, vegetation coverage, and air and water quality, are crucial
for monitoring and managing territories, especially for areas in which there is dynamic urban …
for monitoring and managing territories, especially for areas in which there is dynamic urban …
[HTML][HTML] Mapping the distribution and dynamics of coniferous forests in large areas from 1985 to 2020 combining deep learning and Google Earth Engine
L Liu, Q Zhang, Y Guo, E Chen, Z Li, Y Li, B Wang… - Remote Sensing, 2023 - mdpi.com
Mapping the distribution of coniferous forests is of great importance to the sustainable
management of forests and government decision-making. The development of remote …
management of forests and government decision-making. The development of remote …
[HTML][HTML] Employing the agricultural classification and estimation service (ACES) for mapping smallholder rice farms in Bhutan
T Mayer, B Bhandari, FG Martínez, K Walker… - Frontiers in …, 2023 - frontiersin.org
Creating annual crop type maps for enabling improved food security decision making has
remained a challenge in Bhutan. This is in part due to the level of effort required for data …
remained a challenge in Bhutan. This is in part due to the level of effort required for data …