Table · dataset · 2025
Data and codes for manuscript: Environmental and functional niches complement phylogeny
Listed in HKU DataHub and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.28921001.v3
<pre># scripts for Chapter 2<br><br># Environmental and functional niches complement phylogeny in explaining intraspecific <br># trait-environment response of woody plants<br><br>## =========================================================================#<br># 0.
Description
Data preprocess and analyzing ------------------------------------------<br>## =========================================================================#<br><br># ## 0.1 Trait environmental data preprocess ------------------------------------<br># source('./src/0_Preparing/Species_name.R')<br># source('./src/0_Preparing/Trait_data_cleaning.R') # ErrorRisk <= 2 <br># source('./src/0_Preparing/Trait_env_data_merge.R')<br># <br># ## 0.2 phylogenetic tree, trait plasticity and functional data calculation --------------<br># source('./src/0_Preparing/combined_trait_response_with_drivers.R')<br># source('./src/0_Preparing/Download_phylogenetic_tree.R')<br># source('./src/0_Preparing/spatial_distance.R')<br># <br># <br># ## 0.3 Trait environment response estimates --------------<br># source('./src/0_Estimate_trait_environment_response/ITER_estimation_with_all_data.R')<br># source('./src/0_Estimate_trait_environment_response/ITER_comparison_CHELSA_and_worldclimate.R')<br><br>## =========================================================================#<br># 1.
Data overview ---------------------------------------------<br>## =========================================================================#<br><br>#* Global map of trait measurements<br>source('./src/1_global_map_and_trait_response/Global_map_data_preprocess.R')<br>#* Overview of trait responses<br>source('./src/1_global_map_and_trait_response/Trait_response_along_gradients.R')<br><br>## =========================================================================#<br># 2 (new).
Read the rest (3 more)
Phylogenetic constraints on ITERs --------------<br>## =========================================================================#<br>source('./src/2_phylgenetic_signal/phylosig_signals.R') # as a reference<br>source('./src/2_phylgenetic_signal/brm_signal_across_level.R') # run once<br>source('./src/2_phylgenetic_signal/brm_environment_traits.R') # run once</pre><p dir="ltr"># plot figures</p><p dir="ltr">source('./src/2_phylgenetic_signal/Figure_across_levels.R') # run once</p><p dir="ltr">source('./src/2_phylgenetic_signal/Figure_brm_lambda_and_tree_plot.R')</p><p dir="ltr">source('./src/2_phylgenetic_signal/Figure_of_all_lambda_in_sub_clades.R')</p><p><br></p><p>## =========================================================================#</p><p dir="ltr"># 3.
The effects of potential drivers on ITERs -------------------</p><p>## =========================================================================#</p><p dir="ltr">#* the effects of trait plasticity and functional niche under phylogenetic controls. </p><p dir="ltr">source('./src/3_Combined_analysis/Figure_main_driver_effects_brm.R')</p><p dir="ltr">source('./src/3_Combined_analysis/Relative_contribution_brm.R')</p><p dir="ltr">source('./src/3_Combined_analysis/summary_brm.R')</p><p><br></p><p><br></p><p>## =========================================================================#</p><p dir="ltr"># 4.
Supplementary: -------------------</p><p>## =========================================================================#</p><p dir="ltr">#* the effects of trait plasticity and functional niche under phylogenetic controls. </p><p dir="ltr"># check the rhat and show the trace plot</p><p dir="ltr">source('./src/4_supplementary/rhat_and_trace_plot.R')</p><p dir="ltr">source('./src/4_supplementary/morans_I.R')</p><p dir="ltr">source('./src/4_supplementary/correlation_of_matrix.R')</p><p dir="ltr">source('./src/4_supplementary/scatter_regression_for_brm_effects.R')</p><p dir="ltr"><br></p><p><br></p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.28921001.v3 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
- Inferred from text
- Ecology 75%
Provenance · 4 source records, 36 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/28921001 | 9 d ago | JSON v1 |
| figshare | oai:figshare.com:article/28921001 | 8 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/28921001 | 8 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/28921001 | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].anzsrc:group:3103 | enrichment · datahub hku hk | taxonomy-embedding@1.0.0 | title+keywords+description (75%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/rights |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |