A Cross-scale Integration of Physiological Constraints and Global Habitat Evolution for Th

219.0 KB of data from a study integrating physiological meta-analysis and ensemble modeling for three rice planthopper species. The dataset, authored by 洪桦 张 and last updated in April 2026, models current and future (2050s, 2090s) habitat suitability under Shared Socioeconomic Pathways (SSPs). Results indicate a pooled physiological effect size of -0.5034 and a contemporary distribution pattern driven by isothermality and precipitation.

Use Cases

• Predicting future pest distribution shifts based on climate variables like isothermality (bio03) and precipitation of the wettest quarter (bio16).
• Analyzing physiological performance thresholds, such as peak activity at 30°C and decline beyond 35°C.
• Comparing habitat suitability changes across different emission scenarios (e.g., SSP5-8.5) and time periods (2050s, 2090s).
• Studying non-linear ecological trajectories like 'expansion compensation' and 'thermal niche degradation' under global warming.

Strengths

• Model performance metrics are provided, including an AUC of 0.891 and TSS of 0.987.
• Includes specific quantitative findings, such as a 45.13% shrinkage of highly suitable area under SSP5-8.5 by the 2090s.
• Data is licensed under CC-BY-4.0, permitting open sharing and adaptation.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The dataset is small (219.0 KB), suggesting limited scope or aggregated outputs rather than raw observational records.

Provenance

Source

figshare, authored by 洪桦 张.

Collection Method

Generated via a cross-scale integration approach combining a global literature meta-analysis with the biomod2 ensemble modeling framework.

Time Range

Current climate baseline and future projections for the 2050s and 2090s.

Freshness

Last updated 2026-04-26 11:23:31; freshness should be verified.

Geography

Global, with a noted contemporary concentration in Europe, East Asia, and North America.