Machine learning in modelling land-use and land cover-change (LULCC): Current status, challenges and prospects

J Wang, M Bretz, MAA Dewan, MA Delavar - Science of The Total …, 2022 - Elsevier
Land-use and land-cover change (LULCC) are of importance in natural resource
management, environmental modelling and assessment, and agricultural production …

UAV-based forest health monitoring: A systematic review

S Ecke, J Dempewolf, J Frey, A Schwaller, E Endres… - Remote Sensing, 2022 - mdpi.com
In recent years, technological advances have led to the increasing use of unmanned aerial
vehicles (UAVs) for forestry applications. One emerging field for drone application is forest …

Priority list of biodiversity metrics to observe from space

AK Skidmore, NC Coops, E Neinavaz, A Ali… - Nature ecology & …, 2021 - nature.com
Monitoring global biodiversity from space through remotely sensing geospatial patterns has
high potential to add to our knowledge acquired by field observation. Although a framework …

Highlighting the role of agriculture and geospatial technology in food security and sustainable development goals

PC Pandey, M Pandey - Sustainable Development, 2023 - Wiley Online Library
Food security is a global challenge that aligns with several Sustainable Development Goals
(SDGs), including SDG 1‐“No Poverty”, SDG 2‐“Zero Hunger,” SDG 3‐“Good Health and …

Recent advances in forest insect pests and diseases monitoring using UAV-based data: A systematic review

A Duarte, N Borralho, P Cabral, M Caetano - Forests, 2022 - mdpi.com
Unmanned aerial vehicles (UAVs) are platforms that have been increasingly used over the
last decade to collect data for forest insect pest and disease (FIPD) monitoring. These …

A systematic review on the integration of remote sensing and GIS to forest and grassland ecosystem health attributes, indicators, and measures

I Soubry, T Doan, T Chu, X Guo - Remote Sensing, 2021 - mdpi.com
It is important to protect forest and grassland ecosystems because they are ecologically rich
and provide numerous ecosystem services. Upscaling monitoring from local to global scale …

Reanalysis in Earth system science: Toward terrestrial ecosystem reanalysis

R Baatz, HJ Hendricks Franssen… - Reviews of …, 2021 - Wiley Online Library
A reanalysis is a physically consistent set of optimally merged simulated model states and
historical observational data, using data assimilation. High computational costs for modeled …

Ecological integrity of tropical secondary forests: concepts and indicators

MF Rosenfield, CC Jakovac, DLM Vieira… - Biological …, 2023 - Wiley Online Library
Naturally regenerating forests or secondary forests (SFs) are a promising strategy for
restoring large expanses of tropical forests at low cost and with high environmental benefits …

The role of remote sensing for the assessment and monitoring of forest health: A systematic evidence synthesis

P Torres, M Rodes-Blanco, A Viana-Soto, H Nieto… - Forests, 2021 - mdpi.com
Forests are increasingly subject to a number of disturbances that can adversely influence
their health. Remote sensing offers an efficient alternative for assessing and monitoring …

Remote sensing of geomorphodiversity linked to biodiversity—part III: traits, processes and remote sensing characteristics

A Lausch, ME Schaepman, AK Skidmore, E Catana… - Remote Sensing, 2022 - mdpi.com
Remote sensing (RS) enables a cost-effective, extensive, continuous and standardized
monitoring of traits and trait variations of geomorphology and its processes, from the local to …