← Search

Table · dataset · 2026

Data Sheet 1_Land-use dynamics and multi-scenario projections in a mountainous ecological barrier: ecosystem service value responses and spatial sensitivity.pdf

Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fenvs.2026.1942894.s001

Description

Introduction<p>Regional changes in ecosystem service value (ESV) may remain limited even when land-use conversion produces pronounced ecological gains or losses at specific locations, making aggregate scenario comparisons insufficient for identifying spatially concentrated responses.</p>Methods<p>Taking the Shaanxi section of the Qinling Mountains as a representative mountainous ecological barrier region, this study examined land-use dynamics from 2000 to 2020 and projected land-use patterns to 2040 under natural development, urban development, cropland protection, and ecological protection scenarios.

We coupled Markov–PLUS scenario projections with an equivalent-factor ESV assessment and developed a 240-m grid-based sensitivity index (SI) to relate local relative ESV change to the intensity of land-use conversion.</p>Results<p>Historical hindcasting achieved an overall accuracy of 92.03% and a Kappa coefficient of 0.780. Across the four scenarios, total ESV changed only modestly, ranging from a 0.84% decline under urban development to a 0.42% increase under ecological protection.

Read the rest (2 more)

However, the SI revealed strong and spatially concentrated responses that were not apparent from regional totals. Negative responses were concentrated mainly in river valleys, piedmont zones, peri-urban areas, and forest margins under urban development, whereas positive responses were most extensive under ecological protection. High baseline ESV remained concentrated in continuous mountainous forest areas, while the strongest responses occurred in more actively changing low-elevation transition zones.</p>Discussion<p>These results demonstrate that relative stability in regional ESV does not imply spatially uniform ecological effects.

Combining aggregate ESV with conversion-normalized local responses provides additional information for identifying locations where limited land-use change may generate disproportionately strong ecological consequences.</p>

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Urban and regional planning 75%
Provenance · 4 source records, 36 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/3405445812 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/3405445812 d agoJSON v1
GRANTS Dataoai:figshare.com:article/3405445812 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/3405445812 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · figshare comconnector:figshare_com@1.0.0
concepts[field].anzsrc:group:3304enrichment · figshare comtaxonomy-embedding@1.0.0title+keywords+description (75%)
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
descriptionsource · figshare comconnector:figshare_com@1.0.0/metadata/dc/description
licensesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/rights
publication_datesource · figshare comconnector:figshare_com@1.0.0
titlesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/title