[HTML][HTML] Perspectives in machine learning for wildlife conservation

D Tuia, B Kellenberger, S Beery, BR Costelloe… - Nature …, 2022 - nature.com
Inexpensive and accessible sensors are accelerating data acquisition in animal ecology.
These technologies hold great potential for large-scale ecological understanding, but are …

Biodiversity redistribution under climate change: Impacts on ecosystems and human well-being

GT Pecl, MB Araújo, JD Bell, J Blanchard… - Science, 2017 - science.org
BACKGROUND The success of human societies depends intimately on the living
components of natural and managed systems. Although the geographical range limits of …

Applications in remote sensing to forest ecology and management

AM Lechner, GM Foody, DS Boyd - One Earth, 2020 - cell.com
Remote sensing provides valuable insights into pressing environmental challenges and is a
critical tool for driving solutions. In this Primer, we briefly introduce the important role of …

A remote sensing approach to mapping fire severity in south-eastern Australia using sentinel 2 and random forest

R Gibson, T Danaher, W Hehir, L Collins - Remote Sensing of Environment, 2020 - Elsevier
Accurate and consistent broad-scale mapping of fire severity is an important resource for fire
management as well as fire-related ecological and climate change research. Remote …

A comprehensive overview of technologies for species and habitat monitoring and conservation

JJ Lahoz-Monfort, MJL Magrath - BioScience, 2021 - academic.oup.com
The range of technologies currently used in biodiversity conservation is staggering, with
innovative uses often adopted from other disciplines and being trialed in the field. We …

[HTML][HTML] Spatiotemporal fusion of multisource remote sensing data: Literature survey, taxonomy, principles, applications, and future directions

X Zhu, F Cai, J Tian, TKA Williams - Remote Sensing, 2018 - mdpi.com
Satellite time series with high spatial resolution is critical for monitoring land surface
dynamics in heterogeneous landscapes. Although remote sensing technologies have …

A survival guide to Landsat preprocessing

NE Young, RS Anderson, SM Chignell, AG Vorster… - Ecology, 2017 - Wiley Online Library
Landsat data are increasingly used for ecological monitoring and research. These data often
require preprocessing prior to analysis to account for sensor, solar, atmospheric, and …

Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics: A Bayesian ensemble algorithm

K Zhao, MA Wulder, T Hu, R Bright, Q Wu, H Qin… - Remote sensing of …, 2019 - Elsevier
Satellite time-series data are bolstering global change research, but their use to elucidate
land changes and vegetation dynamics is sensitive to algorithmic choices. Different …

[HTML][HTML] Biodiversity hotspots: A shortcut for a more complicated concept

C Marchese - Global Ecology and Conservation, 2015 - Elsevier
In an era of human activities, global environmental changes, habitat loss and species
extinction, conservation strategies are a crucial step toward minimizing biodiversity loss. For …

Satellite remote sensing of ecosystem functions: opportunities, challenges and way forward

N Pettorelli, H Schulte to Bühne… - Remote Sensing in …, 2018 - Wiley Online Library
Societal, economic and scientific interests in knowing where biodiversity is, how it is faring
and what can be done to efficiently mitigate further biodiversity loss and the associated loss …