cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4aqfhk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Tunisia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008986-250811113504898/datasets/export for details.
DOI: 10.3535/kgf-hk1-72t
title: Anadara setigericosta (Nyst, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w74-xgh-krl
title: Fasciolaria tulipa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6aq-g12-hw2
title: Trivirostra oryza (Lamarck, 1810)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ww-vbs-hym
title: Epitonium hindsii (P. P. Carpenter, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p9p-23v-77p
title: Oliva athenia Duclos, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gcj-4q1-asb
title: Cryptopecten vesiculosus (Dunker, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lr5-qxj-q78
title: Nassarius bimaculosus (A. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6hw-sks-agz
title: Semipallium flavicans (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ga-e8v-4x8
title: Probata barbadensis (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dn9-4af-he7
title: Eburna balteata G. B. Sowerby I, 1823

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ewk-me8-zaw
title: Globivenus toreuma (A. Gould, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ww9-gmq-1xf
title: Turbo bruneus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/519-n0c-30f
title: Limidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zrk-zc9-npp
title: Corbula fortisulcata E. A. Smith, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l5t-dpk-4hf
title: Pellasimnia angasi (Reeve, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y2d-6zw-nf8
title: Pusula pediculus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1bg-6b5-2ke
title: Elimia albanyensis (I. Lea, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/96s-93k-82k
title: Lambis truncata sebae (Kiener, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qa6-1pc-hkb
title: Mitra picta Reeve, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jq6-wcj-fcj
title: Diacria trispinosa (Blainville, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ve5-znq-zfb
title: Retusa truncatula (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.17299202
title: Data for: Why Hydrological Memory Dominates in Low-latitude Highlands: A Mechanistic Shift in Ecosystem Response to Extremes

description: Version 2.0 (October 13, 2025):This version includes a significant update to ensure the completeness and reproducibility of the research. Key improvements are:1.  Data Integrity: A previously missing data file has been recalculated and is now included in the dataset.2.  Script Validation: All analysis scripts have been thoroughly tested to confirm correct execution and ensure full reproducibility of the results presented in the manuscript.Understanding how compound extremes affect terrestrial ecosystems is a major challenge in Earth system science. Although the combined effects of stressors are recognized, the manner in which the prestress state determines the basic response mechanism remains unclear. In this study, we used the "natural experiment" methodology to compare two major extreme events within a monsoon-influenced, low-latitude highlands setting to explain mechanistic changes in land-atmosphere interactions. By analyzing an extensive set of remote sensing and reanalysis data with nonlinear structural equation modelling, we show that the ecosystem response shifted from a traditional water-limited paradigm during the 2010 drought to an energy-governed paradigm during the 2019 heatwave. Our results suggest that this transition is governed by the antecedent root zone soil moisture status, which acts as a tipping point fundamentally shifting the impact of atmospheric factors on canopy evapotranspiration screens, such as temperature and vapor pressure deficit. This study highlights a possible threshold-type state dependence non-linearity, which is lacking in major Earth System Models. Incorporating this “hydrological memory” is crucial for minimizing uncertainties in climate projections and for correctly assessing the vulnerability of ecosystems in a warming world.

 



This repository contains NCL scripts and documentation for analyzing climate data in the Low Latitude Highland region. The scripts generate various figures showing the relationship between vegetation productivity (GPP), root-zone available water content, and terrain characteristics.
DOI: 10.5281/zenodo.17336178
title: Data for: Why Hydrological Memory Dominates in Low-latitude Highlands: A Mechanistic Shift in Ecosystem Response to Extremes

description: Version 2.0 (October 13, 2025):This version includes a significant update to ensure the completeness and reproducibility of the research. Key improvements are:1.  Data Integrity: A previously missing data file has been recalculated and is now included in the dataset.2.  Script Validation: All analysis scripts have been thoroughly tested to confirm correct execution and ensure full reproducibility of the results presented in the manuscript.Understanding how compound extremes affect terrestrial ecosystems is a major challenge in Earth system science. Although the combined effects of stressors are recognized, the manner in which the prestress state determines the basic response mechanism remains unclear. In this study, we used the "natural experiment" methodology to compare two major extreme events within a monsoon-influenced, low-latitude highlands setting to explain mechanistic changes in land-atmosphere interactions. By analyzing an extensive set of remote sensing and reanalysis data with nonlinear structural equation modelling, we show that the ecosystem response shifted from a traditional water-limited paradigm during the 2010 drought to an energy-governed paradigm during the 2019 heatwave. Our results suggest that this transition is governed by the antecedent root zone soil moisture status, which acts as a tipping point fundamentally shifting the impact of atmospheric factors on canopy evapotranspiration screens, such as temperature and vapor pressure deficit. This study highlights a possible threshold-type state dependence non-linearity, which is lacking in major Earth System Models. Incorporating this “hydrological memory” is crucial for minimizing uncertainties in climate projections and for correctly assessing the vulnerability of ecosystems in a warming world.

 



This repository contains NCL scripts and documentation for analyzing climate data in the Low Latitude Highland region. The scripts generate various figures showing the relationship between vegetation productivity (GPP), root-zone available water content, and terrain characteristics.
DOI: 10.15468/dl.nfjyzt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pluchea dioscoridis",
 "Country is Qatar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011654-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9whtg
title: Occurrence Download

description: A dataset containing 789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ajuga yesoensis Maxim. ex Franch. & Sav.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 789 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192430-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfjwwm
title: Occurrence Download

description: A dataset containing 3289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.25.63_2",
 "TaxonKey is Aves",
 "Year 1992-2022"
 ]
}

 The dataset includes 3289 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242352-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97f2fv
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachypithecus francoisi (de Pousargues, 1898)"
 ]
}

 The dataset includes 33 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229757-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq2abx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alnus nepalensis D.Don",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198369-220831081235567/datasets/export for details.
DOI: 10.15468/dl.kb73hc
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epholca arenosa (Butler, 1878)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 167 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192440-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zh56qy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia podalyriifolia A.Cunn. ex G.Don",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192432-220831081235567/datasets/export for details.
DOI: 10.15468/dl.px3rwy
title: Occurrence Download

description: A dataset containing 1369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is New Zealand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lophomyrtus obcordata (Raoul) Burret"
 ]
}

 The dataset includes 1369 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198370-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umnkqf
title: Occurrence Download

description: A dataset containing 4322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "TaxonKey is Crocodylus acutus (Cuvier, 1807)",
 "Year 1969-2022"
 ]
}

 The dataset includes 4322 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229754-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtggze
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium maculatum (L.) L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192439-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8v4cy
title: Occurrence Download

description: A dataset listing the 12522 species recorded in GBIF matching the query:
{
 "PublishingOrg" : [
 "is cdef28b1-db4e-4c58-aa71-3c5238c2d0b5"
 ]
}

 The dataset's 12522 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244830-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gunhh6
title: Occurrence Download

description: A dataset containing 1332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphenodon punctatus (Gray, 1842)"
 ]
}

 The dataset includes 1332 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198408-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwmn86
title: Occurrence Download

description: A dataset containing 578389 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danaus plexippus (Linnaeus, 1758)"
 ]
}

 The dataset includes 578389 records from 312 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283134-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zf7kcz
title: Occurrence Download

description: A dataset containing 591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Viola walteri House"
 ]
}

 The dataset includes 591 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198373-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/yaw-lgx-0tt
title: Alliaria petiolata (M. Bieb.) Cavara & Grande

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8n0-tw2-k0k
title: Achillea millefolium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dwc-hny-lda
title: Alnus glutinosa (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.4dd29n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myrmotherula axillaris)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001434-250710112747441/datasets/export for details.
DOI: 10.3535/6c9-zyj-fcx
title: Artemisia vulgaris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m3h-av6-vd1
title: Stipa arabica Trin. & Rupr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wbh-cpe-mqz
title: Stipa arabica Trin. & Rupr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yjt-21q-8w6
title: Agrostis capillaris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1dv-eax-41m
title: Achillea millefolium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5ce-2d9-2t5
title: Acer campestre L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5s8-8jd-1hq
title: Arenaria serpyllifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fhd-891-xd7
title: Campanula trachelium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rc9-zf8-sym
title: Bellis perennis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4kf-avk-6b9
title: Campanula trachelium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xzd-9mn-rlz
title: Lycopsis arvensis subsp. arvensis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fw7-5re-ax6
title: Agrostis stolonifera L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p3w-qzr-xd8
title: Arenaria serpyllifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5lm-pkj-phh
title: Campanula rotundifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/37p-c8l-mt3
title: Bromus secalinus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/chr-80y-gmf
title: Agrostis stolonifera L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gbm-cgn-c5n
title: Agrostis stolonifera L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wf1-trs-zy3
title: Anthyllis vulneraria subsp. carpatica (Pant.) Nyman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0tk-a8c-9rw
title: Camelina sativa (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s4n-0xg-aak
title: Arabidopsis arenosa (L.) Lawalrée

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.72828m
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpia bromoides",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001435-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0zw-jrd-1mp
title: Achillea millefolium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/njv-bkl-new
title: Arctium tomentosum Mill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/19w-xep-hdg
title: Campanula persicifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8sz-t8h-vc8
title: Astragalus glycyphyllos L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/btw-451-ah2
title: Ballota nigra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gjg-st6-8kz
title: Artemisia vulgaris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tc2-plv-nq3
title: Agrostis capillaris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k17-4td-6fv
title: Alchemilla subglobosa C. G. Westerl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vxj-lxc-n88
title: Agrostis stolonifera L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wsn-wys-63x
title: Arabidopsis halleri (L.) O'Kane & Al-Shehbaz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hyd-v94-nzy
title: Lycopsis arvensis subsp. arvensis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.