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  • Technical Note
  • Open Access
29 Citations
4,989 Views
12 Pages

Uncertainty of Partial Dependence Relationship between Climate and Vegetation Growth Calculated by Machine Learning Models

  • Boyi Liang,
  • Hongyan Liu,
  • Elizabeth L. Cressey,
  • Chongyang Xu,
  • Liang Shi,
  • Lu Wang,
  • Jingyu Dai,
  • Zong Wang and
  • Jia Wang

3 June 2023

As more machine learning and deep learning models are applied in studying the quantitative relationship between the climate and terrestrial vegetation growth, the uncertainty of these advanced models requires clarification. Partial dependence plots (...

(This article belongs to the Special Issue Machine Learning in Global Change Ecology: Methods and Applications)
  • Article
  • Open Access
986 Views
22 Pages

2 June 2026

With the increasing incorporation of artificial intelligence (AI) into educational contexts, undergraduates’ AI dependence has become increasingly apparent, constituting a significant concern in educational psychology. Using survey data from 11...

(This article belongs to the Section Educational Psychology)
  • Article
  • Open Access
21 Citations
3,574 Views
21 Pages

The spatiotemporal variation characteristics of the Normalized Difference Vegetation Index (NDVI) and its climate response patterns are of significance in deepening our understanding of regional vegetation and climate change. The response of vegetati...

  • Article
  • Open Access
8 Citations
3,805 Views
18 Pages

6 February 2020

This paper assessed the service life of RC bridges subjected to carbonation under a changing climate based on time-dependent reliability analysis. First, a simplified carbonation model and the corresponding incremental method were briefly reviewed. T...

(This article belongs to the Section Sustainable Engineering and Science)
  • Article
  • Open Access
421 Views
12 Pages

23 July 2026

School bullying climate is a known risk factor for adolescent mobile phone dependence, yet the mechanisms linking these two constructs and the boundary conditions of protective factors remain underexplored. The present study aimed to examine the medi...

(This article belongs to the Special Issue Mental Health and Behavioral Intervention for Children at Risk)
  • Article
  • Open Access
4 Citations
2,505 Views
21 Pages

13 March 2025

The scarcity of in situ observation stations and the unreliability of long-term satellite data necessitate the use of reanalysis datasets to study elevation-dependent climate change (EDCC) in the third pole (TP) region. We analyzed elevation-dependen...

(This article belongs to the Section Climatology)
  • Article
  • Open Access
12 Citations
8,198 Views
25 Pages

23 July 2014

Land use patterns are the consequence of dynamic processes that often include important legacy issues. Evaluation of past trends can be used to investigate the role of path dependence in influencing future land use through a reference “business as us...

(This article belongs to the Special Issue Land Use Change Feedbacks with Climate)
  • Hypothesis
  • Open Access
2 Citations
2,322 Views
8 Pages

29 December 2025

Contemporary climate change, driven by anthropogenic greenhouse gas (GHG) emissions, has raised global temperatures by over 1 °C above pre-industrial levels, profoundly altering Earth’s energy balance. In marine turtles, which exhibit tempe...

(This article belongs to the Section Herpetology)
  • Article
  • Open Access
36 Citations
8,001 Views
33 Pages

A 5 km Resolution Regional Climate Simulation for Central Europe: Performance in High Mountain Areas and Seasonal, Regional and Elevation-Dependent Variations

  • Michael Warscher,
  • Sven Wagner,
  • Thomas Marke,
  • Patrick Laux,
  • Gerhard Smiatek,
  • Ulrich Strasser and
  • Harald Kunstmann

7 November 2019

Mountain regions with complex orography are a particular challenge for regional climate simulations. High spatial resolution is required to account for the high spatial variability in meteorological conditions. This study presents a very high-resolut...

(This article belongs to the Special Issue Climatological and Hydrological Processes in Mountain Regions)
  • Review
  • Open Access
4 Citations
1,675 Views
24 Pages

Climate change, soil degradation, and the disruption of global nutrient cycles are placing unprecedented pressure on agricultural systems and global food security. These challenges are increasingly recognized as central concerns for planetary health,...

(This article belongs to the Section Biodiversity, Ecosystems, and Microbiomes)
  • Article
  • Open Access
6 Citations
3,537 Views
17 Pages

13 January 2023

Recent studies offer more evidence that the rate of warming is amplified with elevation, indicating thereby that high-elevation ecosystems tend to be exposed to more accelerated changes in temperature than ecosystems at lower elevations. The phenomen...

(This article belongs to the Special Issue Remote Sensing for Climate Change)
  • Proceeding Paper
  • Open Access
2 Citations
3,200 Views
9 Pages

Water, food and energy are three interconnected fundamental needs. Climate change potentially hinders the security of all of them, acting as a threat multiplier. Accordingly, this paper addresses the consequences of two climate scenarios in the 2030...

(This article belongs to the Proceedings of The 9th International Conference on Sustainable Development)
  • Article
  • Open Access
6 Citations
4,586 Views
21 Pages

13 September 2022

A forecast from a numerical weather prediction (NWP) model can be decomposed into model climate and anomaly. Each part contributes to forecast error. To avoid errors from model climate, an anomaly, rather than a full field, should be used in a model....

(This article belongs to the Special Issue Feature Papers in Atmosphere Science)
  • Article
  • Open Access
1 Citations
503 Views
25 Pages

Data-Driven Detection of Climate–Streamflow Dependencies and Multi-Year Hydrological Persistence in Brazilian Reservoir Systems

  • Leonardo A. F. Mendoza,
  • Antonio G. G. Lima,
  • Harold D. de Mello,
  • Maria Elvira P. Maceira,
  • Albert C. G. Melo and
  • Marco A. C. Pacheco

18 June 2026

Understanding how climate variability is reflected in streamflow is essential for reservoir management and hydropower planning. This study investigated how temporal scale influences climate–streamflow relationships, persistence characteristics, and p...

(This article belongs to the Topic Climate Change and Human Impact on Freshwater Water Resources: Rivers and Lakes, 2nd Edition)
  • Article
  • Open Access
4 Citations
3,069 Views
20 Pages

8 January 2021

The comparison of building energy efficiency in different climates is a growing issue. Unique structural solutions will not ensure the same energy use, but the differences also remain if cost-optimal solutions are applied. This study developed a new...

(This article belongs to the Special Issue Energy Performance and Indoor Climate in Buildings)
  • Article
  • Open Access
9 Citations
4,391 Views
24 Pages

Modelling Drought Risk Using Bivariate Spatial Extremes: Application to the Limpopo Lowveld Region of South Africa

  • Murendeni Maurel Nemukula,
  • Caston Sigauke,
  • Hector Chikoore and
  • Alphonce Bere

13 February 2023

Weather and climate extremes such as heat waves, droughts and floods are projected to become more frequent and intense in several regions. There is compelling evidence indicating that changes in climate and its extremes over time influence the living...

(This article belongs to the Special Issue Climate and Weather Extremes: Volume II)
  • Article
  • Open Access
855 Views
37 Pages

4 June 2026

Cross-basin tropical cyclone variability may exhibit complex, non-linear dependence structures influenced by large-scale climate modes and potential regime shifts. Reliance on traditional linear correlation measures without accounting for structural...

  • Article
  • Open Access
3 Citations
3,665 Views
18 Pages

Developing countries face a disproportionate degree of threat from climate change. As such, they require and receive significant financial support to address the menace. However, little is known about the potential externalities of this form of exter...

(This article belongs to the Special Issue Featured Papers in Climate Finance)
  • Article
  • Open Access
29 Citations
4,393 Views
27 Pages

17 June 2021

Satellite precipitation estimation provides crucial information for those places lacking rainfall observations from ground–based sensors, especially in terrestrial or marine areas with complex climatic or topographic conditions. This is the case over...

(This article belongs to the Section Meteorology)
  • Article
  • Open Access
21 Citations
7,878 Views
16 Pages

20 January 2019

Railway networks are exposed to various environmental conditions. It is thus critical that infrastructure components can tolerate such effects by design. Railway sleepers are a critical safety component in ballasted track systems. Prestressed concret...

  • Article
  • Open Access
13 Citations
6,941 Views
15 Pages

Perceived Effects of Climate Change and Extreme Weather Events on Forests and Forest-Based Livelihoods in Malawi

  • Harold L. W. Chisale,
  • Paxie W. Chirwa,
  • Folaranmi D. Babalola and
  • Samuel O. M. Manda

25 October 2021

The emerging risks and impacts of climate change and extreme weather events on forest ecosystems present significant threats to forest-based livelihoods. Understanding climate change and its consequences on forests and the livelihoods of forest-depen...

(This article belongs to the Topic Climate Change and Environmental Sustainability)
  • Review
  • Open Access
40 Citations
11,011 Views
27 Pages

Plant CDKs—Driving the Cell Cycle through Climate Change

  • Aline Köhn Carneiro,
  • Patrícia da Fonseca Montessoro,
  • Adriana Flores Fusaro,
  • Bruna Gino Araújo and
  • Adriana Silva Hemerly

30 August 2021

In a growing population, producing enough food has become a challenge in the face of the dramatic increase in climate change. Plants, during their evolution as sessile organisms, developed countless mechanisms to better adapt to the environment and i...

(This article belongs to the Special Issue Plant Protein Kinases and Plant Stress Response)
  • Article
  • Open Access
4 Citations
4,229 Views
23 Pages

25 October 2020

Extremal dependence or independence may occur among the components of univariate or bivariate random vectors. Assessing which asymptotic regime occurs and also its extent are crucial tasks when such vectors are used as statistical models for risk ass...

(This article belongs to the Special Issue Statistical Approach to Hydrological Analysis)
  • Case Report
  • Open Access
10 Citations
3,102 Views
11 Pages

A Climate-Mathematical Clustering of Rainfall Stations in the Río Bravo-San Juan Basin (Mexico) by Using the Higuchi Fractal Dimension and the Hurst Exponent

  • Francisco Gerardo Benavides-Bravo,
  • Dulce Martinez-Peon,
  • Ángela Gabriela Benavides-Ríos,
  • Otoniel Walle-García,
  • Roberto Soto-Villalobos and
  • Mario A. Aguirre-López

20 October 2021

When conducting an analysis of nature’s time series, such as meteorological ones, an important matter is a long-range dependence to quantify the global behavior of the series and connect it with other physical characteristics of the region of study....

(This article belongs to the Special Issue Numerical Analysis and Scientific Computing)
  • Article
  • Open Access
218 Views
33 Pages

The Influence of Climate and Diplodia sapinea on the Radial Growth of Scots Pine

  • Stefanie Springer,
  • Nicole Burgdorf,
  • Hans-Joachim Klemmt,
  • Simon Ecke,
  • Jan Dempewolf,
  • Gregor Aas,
  • Richard Peters and
  • Peter Biber

15 September 2026

Scots pine (Pinus sylvestris), traditionally considered a drought-tolerant species, is increasingly threatened by climatic stress and the opportunistic pathogen Diplodia sapinea in Central Europe. Using linear mixed models, this study investigated th...

(This article belongs to the Section Forest Health)
  • Article
  • Open Access
1 Citations
1,177 Views
20 Pages

Hydrological and Geochemical Modeling of Water Availability and Quality in the Jordan Valley Under Climate Change

  • Antonia Maragkaki,
  • Sofia D. Nerantzaki,
  • Anan Jayyousi,
  • Suleiman Halasah,
  • Abeer Albalawneh,
  • Luma Hamdi,
  • Maria A. Lilli,
  • Dionissis Efstathiou,
  • Maram Al Naimat and
  • Nikolaos P. Nikolaidis
  • + 1 author

19 March 2026

The Jordan Valley is a heavily modified, data-limited transboundary river basin where water availability is constrained by both climate conditions and intensive human intervention. This study applies an integrated hydrological and hydrogeochemical mo...

(This article belongs to the Section Water and Climate Change)
  • Review
  • Open Access
57 Citations
15,689 Views
22 Pages

16 August 2019

Climate change is occurring at an unprecedented rate and has begun to modify the distribution and phenology of organisms worldwide. Chelonians are expected to be particularly vulnerable due to limited dispersal capabilities as well as widespread temp...

(This article belongs to the Special Issue Advances in the Biology and Conservation of Turtles)
  • Article
  • Open Access
2 Citations
2,886 Views
22 Pages

9 July 2024

Water stands as a crucial component of agricultural production. This study aims to propose water efficiency measures in agriculture as an essential element for climate change adaptation. In this study, yield losses in staple crops in agricultural reg...

(This article belongs to the Special Issue Sustainable Water Resource Management and Agriculture Development)
  • Article
  • Open Access
1 Citations
1,646 Views
27 Pages

15 June 2025

Plant phenology is closely related to plant function, ecosystem services, and climate balance. Solar-induced chlorophyll fluorescence (SIF) offers new perspectives on plant phenology at regional and global scales. However, the effect of SIF products...

(This article belongs to the Section Environmental Remote Sensing)
  • Article
  • Open Access
15 Citations
5,383 Views
20 Pages

Determinants of Poverty, Self-Reported Shocks, and Coping Strategies: Evidence from Rural Nepal

  • Narayan Prasad Gautam,
  • Nirmal Kumar Raut,
  • Bir Bahadur Khanal Chhetri,
  • Nirjala Raut,
  • Muhammad Haroon U. Rashid,
  • Xiangqing Ma and
  • Pengfei Wu

7 February 2021

This paper assesses the interrelationship between poverty, climatic and non-climatic shocks, and shock coping strategies adopted by farm-based rural households in Nepal. An analysis is based on a comprehensive data set collected from 300 randomly sel...

  • Article
  • Open Access
1,524 Views
23 Pages

19 June 2025

Articles have recently been circulating in the media around the world, claiming that natural CO2 sinks have “suddenly and unexpectedly” ceased to function. It turned out that these articles were based on a single preprint of a meanwhile p...

(This article belongs to the Section Energy Science and Technology)
  • Review
  • Open Access
8 Citations
4,223 Views
11 Pages

8 August 2024

Following the required adjustments made by the European Union (EU) to adequately absorb the negative social and economic impacts of the COVID-19 pandemic, the EU is once again confronting a crisis. The extended fiscal instability and environmental im...

(This article belongs to the Section C: Energy Economics and Policy)
  • Article
  • Open Access
25 Citations
5,224 Views
26 Pages

Dynamics of Smallholder Farmers’ Livelihood Adaptation Decision-Making in Central Ethiopia

  • Dula Etana,
  • Denyse J. R. M. Snelder,
  • Cornelia F. A. van Wesenbeeck and
  • Tjard de Cock Buning

2 June 2020

In previous studies mainly focusing on determinants of adaptation, evidence of the dynamic process of adaptation decision-making is negligible. The objective of this study was to investigate the effects of socio-cultural factors, changes in household...

  • Article
  • Open Access
8 Citations
2,022 Views
29 Pages

23 November 2025

The durability of Proton Exchange Membrane Water Electrolysers (PEMWEs) under intermittent renewable power is a critical challenge for scaling green hydrogen. This study investigates the influence of solar intermittency on PEMWE performance and degra...

  • Article
  • Open Access
4 Citations
3,592 Views
14 Pages

22 July 2022

It has been hypothesized that animal populations respond nonlinearly to the environment, and such responses are important to understand the effects of climate change population dynamics of small mammals in arid environments at northern latitudes. The...

(This article belongs to the Special Issue Wildlife Population Ecology and Spatial Ecology under Global Change)
  • Article
  • Open Access
7 Citations
3,227 Views
12 Pages

7 July 2022

It has been widely reported that biodiversity, ecosystems, and functional traits are positively interrelated in natural forest ecosystems. However, it remains unclear whether these relationships should be expected in secondary forests. In this study,...

(This article belongs to the Special Issue Conservation and Sustainability of Forest Biodiversity)
  • Article
  • Open Access
4 Citations
4,016 Views
19 Pages

18 May 2019

Energy commodity prices are inherently volatile, since they are determined by the volatile global demand and supply of fossil fuel extractions, which in the long-run will affect the observed climate patterns. Measuring the risk associated with energy...

(This article belongs to the Section Air, Climate Change and Sustainability)
  • Article
  • Open Access
499 Views
22 Pages

17 July 2026

Employees’ helping behavior is critical for team efficiency and innovation. However, the literature highlights competing perspectives on whether receiving help elicits a pattern consistent with reciprocity or defensive ingratitude. Grounded in...

(This article belongs to the Special Issue Shaping Workplace Behavior: Leadership, Communication and Office Politics)
  • Article
  • Open Access
2 Citations
7,392 Views
17 Pages

Soil and Land Cover Interrelationships: An Analysis Based on the Jenny’s Equation

  • Manuel Rodríguez-Rastrero,
  • Almudena Ortega-Martos and
  • Víctor Cicuéndez

This research analyzes the relationships between “soil” and “organisms” within the framework of the Jenny equation, a fundamental expression in soil science that is the theoretical basis for modeling the complex occurrence of...

  • Feature Paper
  • Article
  • Open Access
6 Citations
5,845 Views
26 Pages

A Two-Patch Mathematical Model for Temperature-Dependent Dengue Transmission Dynamics

  • Jung Eun Kim,
  • Yongin Choi,
  • James Slghee Kim,
  • Sunmi Lee and
  • Chang Hyeong Lee

3 July 2020

Dengue fever has been a threat to public health not only in tropical regions but non-tropical regions due to recent climate change. Motivated by a recent dengue outbreak in Japan, we develop a two-patch model for dengue transmission associated with t...

(This article belongs to the Section Biological Processes and Systems)
  • Article
  • Open Access
2 Citations
3,639 Views
11 Pages

14 March 2023

Maternal hormones such as estrogens deposited into the yolk of turtle eggs follow circulating levels in adult females, and they may alter the sexual fate of developing embryos in species with temperature-dependent sex determination (TSD). In temperat...

(This article belongs to the Special Issue Reproductive Biology and Molecular Ecology of Turtles)
  • Article
  • Open Access
4 Citations
3,877 Views
25 Pages

12 September 2025

Snow cover in the Himalayas plays a vital role in regulating elevation-dependent climate processes and sustaining downstream hydrology. However, its altitude-specific dynamics and implications for snow mass balance remain underexplored. Using the MOD...

(This article belongs to the Special Issue Supporting Earth Observation and Human–Environment Interaction with Global Geospatial Information)
  • Article
  • Open Access
304 Views
43 Pages

2 September 2026

This study aims to address the limitations of conventional summer-resort suitability evaluation, which fails to characterize the nonlinear responses of multi-factor variables and suffers from subjectivity in linear weighting, by constructing, based o...

(This article belongs to the Section Climatology)
  • Review
  • Open Access
25 Citations
4,537 Views
26 Pages

19 March 2025

Although food security has been a long-standing focus of research and policy in China, significant gaps remain in synthesizing evolving debates across multiple disciplines such as agriculture, economics, environmental science, and politics. This syst...

(This article belongs to the Section Food Security and Sustainability)
  • Article
  • Open Access
2 Citations
1,319 Views
22 Pages

29 December 2025

The Hailiutu River Basin in northern China represents a semi-arid area where groundwater-dependent ecosystems (GDEs) play a critical role in maintaining regional vegetation structure and ecological stability. This study investigated the spatiotempora...

(This article belongs to the Section Land, Soil and Water)
  • Article
  • Open Access
4 Citations
6,982 Views
15 Pages

19 January 2020

(1) Background: In the face of persistent and chronically weak labour markets, Atlantic Canada has become increasingly dependent on mobile oil work in Northern Alberta for employment and income. In the regions, most intensely engaged in this form of...

  • Article
  • Open Access
5 Citations
4,109 Views
17 Pages

Threshold or Limit? Precipitation Dependency of Austrian Landslides, an Ongoing Challenge for Hazard Mapping under Climate Change

  • Ivo Offenthaler,
  • Astrid Felderer,
  • Herbert Formayer,
  • Natalie Glas,
  • David Leidinger,
  • Philip Leopold,
  • Anna Schmidt and
  • Manfred J. Lexer

31 July 2020

Climate change is set to increase landslide frequency around the globe, thus increasing the potential exposure of people and material assets to these disturbances. Landslide hazard is commonly modelled from terrain and precipitation parameters, assum...

(This article belongs to the Special Issue Climate Risk and Vulnerability Mapping)
  • Article
  • Open Access
2 Citations
1,214 Views
26 Pages

Characterizing the Long-Term (1981–2023) Temperature and Precipitation Dynamics in the Trans-Mountain Regions of Kazakhstan, Central Asia

  • Baktybek Duisebek,
  • Gabriel B. Senay,
  • Talgat Usmanov,
  • Kudaibergen Kyrgyzbay,
  • Janay Sagin,
  • Yerbolat Mukanov,
  • Kanat Samarkhanov,
  • Xuejia Wang,
  • Sulitan Danierhan and
  • Xiaohui Pan

28 April 2026

Mountain regions are highly climate-sensitive, yet long-term observational evidence of elevation and seasonal climate dynamics in Central Asia remains limited. This study examines spatiotemporal trends in temperature (Tmean, Tmax, Tmin, and diurnal t...

(This article belongs to the Section Water Resources Management, Policy and Governance)
  • Article
  • Open Access
1,066 Views
20 Pages

Long-Term Dew Analysis Through Multifractal Formalism and Hurst Exponent Under African Climate Conditions

  • Gnonyi N’Kaina Mawinesso,
  • Noukpo Médard Agbazo,
  • Guy Hervé Houngue and
  • Koto N’Gobi Gabin

7 April 2026

Dew constitutes a component of the near-surface water balance, but its large-scale fractal dynamical properties remain poorly documented across Africa. This study estimates dew amounts and investigates their fractal and multifractal behavior under Af...

(This article belongs to the Special Issue Analysis of Dew under Different Climate Changes)
  • Article
  • Open Access
9 Citations
2,607 Views
23 Pages

State Regulation of the Digital Transformation of Agribusiness in the Context of the Climate Crisis Intensification

  • Zauresh Imanbayeva,
  • George Abuselidze,
  • Akmaral Bukharbayeva,
  • Kuralay Jrauova,
  • Aizhan Oralbayeva and
  • Maira Kushenova

4 October 2024

The research states that the exacerbation of the climate crisis observed in recent years is accompanied by an increase in ground-level temperatures, natural disasters, loss of water resources, and other extreme weather events, which significantly imp...

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