Socioeconomic factors dominate the spatiotemporal evolution of urban ecological resilience in environmentally vulnerable areas: A case study of the Loess Plateau

Socioeconomic factors dominate the spatiotemporal evolution of urban ecological resilience in environmentally vulnerable areas: A case study of the Loess Plateau

<p dir="ltr">This study develops an urban ecological resilience assessment framework based on three dimensions: resistance, adaptability, and recovery. Using data from 1990 to 2020, we analyze temporal trends, spatial variations and influencing factors shaping urban ecological resili...

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Váldodahkki:	Huimin Chu (8063735) (author)
Eará dahkkit:	Weixin Wang (22677836) (author), Qinmian Bai (22680102) (author), Yehan Wu (22680186) (author), Shaohong Wu (9111407) (author), Xiaolan Li (22680211) (author), Wei Wang (22680205) (author), Shanfeng He (22680219) (author)
Almmustuhtton:	2025
Fáttát:	Ecosystem function Ecosystem services (incl. pollination) driving forces Geodetector the Loess Plateau spatiotemporal pattern evolution urban ecological resilience
Fáddágilkorat:	Lasit fáddágilkoriid Eai fáddágilkorat, Lasit vuosttaš fáddágilkora!

Geahča maid

Supplementary file 1_Vegetation C: N: P stoichiometry and ecosystem carbon storage under different grazing patterns on the Tibetan Plateau.docx
Dahkki: Guoxing He (13046986)
Almmustuhtton: (2025)

Observed decoupling of vegetation greenness and productivity despite regional coupling patterns across the Tibetan Plateau
Dahkki: Jinxia Lv (18514838)
Almmustuhtton: (2025)

Data associated with ecosystem stability
Dahkki: anning zhang (14586662)
Almmustuhtton: (2025)

Table 1_Disentangling public perceptions to pave the way for pollinator-friendly roadsides.docx
Dahkki: Laura A. Warner (9519738)
Almmustuhtton: (2025)

Database of fine root functional traits and root biomass in the top- and subsoil of the Loess Plateau
Dahkki: Chao Fang (16515018)
Almmustuhtton: (2025)

Data and python code used in the paper: <b>Climate moderates the association between ecological zoning and forest productivity across China</b> (under review)
Dahkki: Pedro Cabral (18947566)
Almmustuhtton: (2025)

<b>Scots pine management under climate change: a dual-model simulation experiment</b>
Dahkki: Irina Cristal (22676033)
Almmustuhtton: (2025)

Spatiotemporal Dynamics of Global Agricultural Transport Greenhouse Gas Emissions from Trade and the Climate Implications of Localization Strategies
Dahkki: Zihan Gao (10820297)
Almmustuhtton: (2025)

<b>The Impact of Electronic Payment Systems on Tax Revenue Optimization in Indonesia</b>
Dahkki: Harry Fadila Yusuf (22674725)
Almmustuhtton: (2025)

Palynological data, Freeze core CL-2011 from Distinct Anthropocene biosphere recorded by the rise of green algae and chrysophytes in varved sediments of Crawford Lake (Ontario, Canada)
Dahkki: Francine McCarthy (11063572)
Almmustuhtton: (2025)

Palynological data, Percussion core CL-4 from Distinct Anthropocene biosphere recorded by the rise of green algae and chrysophytes in varved sediments of Crawford Lake (Ontario, Canada)
Dahkki: Francine McCarthy (11063572)
Almmustuhtton: (2025)

Data files and R script associated to the manuscript "<b>Effects of biotic homogenization on community assembly and biomass production in an α </b><b>× β-diversity grassland experiment</b>"
Dahkki: Fons van der Plas (2543812)
Almmustuhtton: (2025)

Measure Your Harvest: long-term citizen-science reveals the contribution of own-growing to UK food security - dataset
Dahkki: Boglarka Gulyas (15326527)
Almmustuhtton: (2025)

Table 1_Factors influencing net ecosystem carbon change in cold-temperate coniferous forests of the Da Xing’an Mountains: analysis across developmental stages based on stand, structural, and environmental factors.docx
Dahkki: Zirui Wang (8783819)
Almmustuhtton: (2025)

"Scale-dependent effects of tree diversity on above- versus below-ground biomass partitioning" dataset
Dahkki: Man Hu (22686884)
Almmustuhtton: (2025)

Data Sheet 1_Herb-soil coupling in post-fire karst forests: a grey relational analysis in Yunnan, Southwest China.docx
Dahkki: Longhai Zhang (7424390)
Almmustuhtton: (2025)

Environmental data (Stable Isotopes and channel measurements) from the Cass River, Tekapo, New Zealand
Dahkki: Holly Harris (17661015)
Almmustuhtton: (2025)

Data collected in 2012 using Q-methodology to identify the importance of water-based ecosystem services derived from the Shoshone National Forest
Dahkki: Christopher A. Armatas (19657816)
Almmustuhtton: (2025)

<b>Disturbance Mediated </b><b>Changes</b><b> in Litter Turnover and Nutrient Use Efficiency Facilitate </b><b>Vegetation Shifts</b><b> in Tropical Dry Ecosystems: Insights from A 10-Year Vegetation Management Study</b>
Dahkki: Ravi Chaturvedi (17312020)
Almmustuhtton: (2025)

Data Sheet 1_Effect of air pollution on online medical consultations for ocular surface diseases in China.docx
Dahkki: Chenyi Kang (22687343)
Almmustuhtton: (2025)

Data and code for manuscript <b>Artificial Surface Water Broadens the Spatiotemporal Footprint of Herbivores and Alters Species Responses, published in Ecological Applications</b>
Dahkki: Robert McCleery (16548156)
Almmustuhtton: (2025)

Bangladesh Road Traffic Accident Dataset (2007–2024): Multi-Source Integration.
Dahkki: Fernaz Nur (22661147)
Almmustuhtton: (2025)

Estimated total production value, economic value of pollination (EVP) for the entire country and within each biome domain. Values refer to the leading crops in the 2019 harvest. <sup>1</sup>Source: IBGE.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Results of the generalized linear mixed model (GLMM) using a Tweedie distribution (log link). The response variable is the vulnerability to pollinator decline. Estimates (β), standard errors, z-values, and p-values and 95% confidence intervals (CI, low – high) are shown. Significance levels were assessed at P < 0.05.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Results of the generalized linear mixed model (GLMM) using a Tweedie distribution (log link). The response variable is the economic value of pollination. Estimates (β), standard errors, z-values, and 95% confidence intervals (CI, low – high) p-values are shown. Significance levels were assessed at a P < 0.05 threshold.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

The 60 leading crops cultivated in Brazil, the economic value of pollination (EVP) of the harvest in 2019 and the degree of pollination dependence. Information on the degree of cropland dependence on pollinators are sourced from Klein et al. (2007), much of which are reiterated in Roubik (2018)<sup>1</sup>; Giannini et al. (2015)<sup>2</sup>; Campbell et al. (2018)<sup>3</sup> and Dorneles <i>et al</i>. (2013)<sup>4.</sup>
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Economic value of pollination (EVP) (A) and vulnerability to pollinator declines (B) across Brazilian biomes excluding soybean.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Economic value of pollination (EVP) (A) and vulnerability to pollinator declines (B) across Brazilian biomes including soybean.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Correlation between municipal scale vulnerability to pollinator declines excluding soybean cultivation and Human Development Index (HDI), Gross Domestic Product (GDP), Human footprint, Habitat loss, and Proportion of low-income farmers.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Correlation between municipal scale vulnerability to pollinator declines including soybean cultivation and Human Development Index (HDI), Gross Domestic Product (GDP), Human footprint, Habitat loss, and Proportion of low-income farmers.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Correlation between the municipal economic value of pollination excluding soybean and Human Development Index (HDI), Gross Domestic Product (GDP), Human footprint, Habitat loss, and Proportion of low-income farmers.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Correlation between the municipal economic value of pollination including soybean and Gross Domestic Product (GDP), Human Development Index (HDI), Habitat loss, Farm size, Human footprint, and Proportion of low-income farmers.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Agricultural vulnerability to pollinator declines in each municipality across Brazil, considering the 2019 harvest.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

The economic value of pollination in each municipality across Brazil, considering the 2019 harvest.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Total agricultural production value of leading crops in the 2019 harvest across all Brazilian municipalities.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Relationship between the proportion of low-income farmers and (A) the economic value of pollination (EVP) and (B) the vulnerability associated with pollinator dependence across six Brazilian biomes, with soybean excluded.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Relationship between the proportion of low-income farmers and (A) the economic value of pollination (EVP) and (B) the vulnerability associated with pollinator dependence across six Brazilian biomes, with soybean included.
Dahkki: Willams Oliveira (21442562)
Almmustuhtton: (2025)

Survey data from: Defining "resilient landscapes" from multiple stakeholder perspectives in a wildland-urban interface (WUI) area
Dahkki: Jody L. S. Jahn (19658449)
Almmustuhtton: (2025)

Regional analysis of socioeconomic indicators and federated learning performance gain.
Dahkki: Roberta Moreira Wichmann (14259316)
Almmustuhtton: (2025)

Overview of the measured water quality and environmental parameters for the seven water bodies. Values for NO<sub>2</sub><sup>-</sup> [mg/L] not shown as they are all 0. EC = electric conductivity, Temp. = water temperature.
Dahkki: Fee Nanett Trau (16734722)
Almmustuhtton: (2025)

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