[HTML][HTML] 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 …

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 …

[HTML][HTML] A near real-time mapping of tropical forest disturbance using sar and semantic segmentation in google earth engine

JB Kilbride, A Poortinga, B Bhandari, NS Thwal… - Remote Sensing, 2023 - mdpi.com
Satellite-based forest alert systems are an important tool for ecosystem monitoring, planning
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 …

[HTML][HTML] User-Relevant Land Cover Products for Informed Decision-Making in the Complex Terrain of the Peruvian Andes

V Mantas, C Caro - Remote Sensing, 2023 - mdpi.com
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 …

[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 …

[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 …

[HTML][HTML] Urban sprawl and covid-19 impact analysis by integrating deep learning with google earth engine

C Zarro, D Cerra, S Auer, SL Ullo, P Reinartz - Remote Sensing, 2022 - mdpi.com
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 …

[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 …

[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 …