[HTML][HTML] The use of machine learning methods to estimate aboveground biomass of grasslands: A review

TG Morais, RFM Teixeira, M Figueiredo… - Ecological indicators, 2021 - Elsevier
The study of grasslands using machine learning (ML) methods combined with
proximal/remote sensing data (RS) has been steadily increasing in the last decades …

Characterizing half‐a‐degree difference: a review of methods for identifying regional climate responses to global warming targets

R James, R Washington… - Wiley …, 2017 - Wiley Online Library
The Paris Agreement long‐term global temperature goal refers to two global warming levels:
well below 2° C and 1.5° C above preindustrial. Regional climate signals at specific global …

[HTML][HTML] Natural hazard risk assessments at the global scale

PJ Ward, V Blauhut, N Bloemendaal… - … Hazards and Earth …, 2020 - nhess.copernicus.org
Since 1990, natural hazards have led to over 1.6 million fatalities globally, and economic
losses are estimated at an average of around USD 260–310 billion per year. The scientific …

IPCC reasons for concern regarding climate change risks

BC O'neill, M Oppenheimer, R Warren… - Nature Climate …, 2017 - nature.com
The reasons for concern framework communicates scientific understanding about risks in
relation to varying levels of climate change. The framework, now a cornerstone of the IPCC …

The inter-sectoral impact model intercomparison project (ISI–MIP): project framework

L Warszawski, K Frieler, V Huber, F Piontek… - Proceedings of the …, 2014 - pnas.org
The Inter-Sectoral Impact Model Intercomparison Project offers a framework to compare
climate impact projections in different sectors and at different scales. Consistent climate and …

[HTML][HTML] Escalating impacts of climate extremes on critical infrastructures in Europe

G Forzieri, A Bianchi, FB e Silva, MAM Herrera… - Global environmental …, 2018 - Elsevier
Extreme climatic events are likely to become more frequent owing to global warming. This
may put additional stress on critical infrastructures with typically long life spans. However …

A global assessment of the impact of climate change on water scarcity

SN Gosling, NW Arnell - Climatic Change, 2016 - Springer
This paper presents a global scale assessment of the impact of climate change on water
scarcity. Patterns of climate change from 21 Global Climate Models (GCMs) under four …

Climate and socio-economic scenarios for climate change research and assessment: reconciling the new with the old

DP van Vuuren, TR Carter - Climatic change, 2014 - Springer
A suggestion for map** the SRES illustrative scenarios onto the new scenarios framework
of representative concentration pathways (RCPs) and shared socio-economic pathways …

Challenges in quantifying changes in the global water cycle

GC Hegerl, E Black, RP Allan… - Bulletin of the …, 2015 - journals.ametsoc.org
Understanding observed changes to the global water cycle is key to predicting future climate
changes and their impacts. While many datasets document crucial variables such as …

The global-scale impacts of climate change on water resources and flooding under new climate and socio-economic scenarios

NW Arnell, B Lloyd-Hughes - Climatic change, 2014 - Springer
This paper presents a preliminary assessment of the relative effects of rate of climate change
(four Representative Concentration Pathways-RCPs), assumed future population (five …