cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15131/shef.data.5147146.v2
title: Data for "Ecological dynamics on old extensive green roofs: vegetation and substrates &gt;20 years since installation"

description: Data for the PhD thesis: <br><em>Thuring, Christine (2015) Ecological dynamics on old extensive green roofs: vegetation and substrates &gt; twenty years since installation. PhD thesis, University of Sheffield. http://etheses.whiterose.ac.uk/id/eprint/11788.</em> Extensive green roof (EGR) technology has become a popular ecological intervention for towns and cities around the world in recent years. Much is known about EGR engineered performance, but little work has studied green roofs as “novel ecosystems” subject to the laws of nature. Since roof access is typically difficult to attain, this was a unique opportunity to develop methods and gain preliminary insights into how the vegetation and substrates of commercial EGR systems develop over time. Nine of the oldest EGRs in the world (at least twenty years since installation) were surveyed using methods of applied plant ecology in southwest Germany. Species composition and abundance were quantified using a 1m2 quadrat (sampling plot) and methods of applied plant ecology. Between 12 and 18 quadrats were sampled per roof. The number and placement of quadrats was determined by site conditions, vegetation homogeneity, environmental gradients, and the statistical requirements of sampling. The random placement of quadrats gives any point within the sampling area an equal chance of being sampled but, since the aim of this work was to characterise EGR vegetation, quadrats were sampled from areas featuring characteristic vegetation. Accordingly, random placement was too simplistic for roofs with mounds or shallow gravel edges, where the vegetation differed from the greater roof expanse, so such roofs were stratified in advance of sampling. Stratifying, or dividing, vegetation into homogeneous (uniform) versus heterogeneous (non-uniform) patches prior to placing samples is beneficial for clustering major sources of variation. Functional traits were allocated to all plant species, both current and original, using adaptive life strategies described by CSR theory, and the realised niches were described using Ellenberg indicator values (EIVs).
DOI: 10.22008/fk2/b674ar/gaxyqv
title: O3.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/60zxex
title: OAA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/tz9bsf
title: OZA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/gutehx
title: r_TOA_01.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/olmotw
title: r_TOA_02.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/310t5w
title: r_TOA_03.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/zzl72h
title: r_TOA_04.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/1zok40
title: r_TOA_05.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/5b5k41
title: r_TOA_06.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/3wy6jo
title: r_TOA_07.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/5j6pwf
title: r_TOA_08.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/rvgiv2
title: r_TOA_09.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/oinod1
title: r_TOA_10.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/pimlkk
title: r_TOA_11.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/5ujpbh
title: r_TOA_12.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/vo256l
title: r_TOA_13.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/qvq6je
title: r_TOA_14.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/muxypk
title: r_TOA_15.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/a0m75n
title: r_TOA_16.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/29y9rd
title: r_TOA_17.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/9ttl73
title: r_TOA_18.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/zdhhxz
title: r_TOA_19.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/xg0lfr
title: r_TOA_20.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/jh7fel
title: r_TOA_21.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/wvbpp5
title: r_TOA_S5.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/zhkzqo
title: SAA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ibkdh3
title: SZA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ghczbv
title: WV.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/qmgs9j
title: O3.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/h7sjxl
title: OAA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/9uz1g7
title: OZA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/s0cijz
title: r_TOA_01.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/xvkr6h
title: r_TOA_02.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ljkaeg
title: r_TOA_03.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.25345/c5jn69
title: MassIVE MSV000087237 - test test test test test test test test test test
title: test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test
DOI: 10.22008/fk2/b674ar/opm4yr
title: r_TOA_04.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/3ikx7i
title: r_TOA_05.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/0gmqko
title: r_TOA_06.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/8wlveu
title: r_TOA_07.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ivldzo
title: r_TOA_08.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/2hp8za
title: r_TOA_09.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/uqosgw
title: r_TOA_10.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/vmpuss
title: r_TOA_11.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/okk4hn
title: r_TOA_12.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/c9jhuj
title: r_TOA_13.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/hapu4c
title: r_TOA_14.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/b9jetr
title: r_TOA_15.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ejyyb8
title: r_TOA_16.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/mrwe6j
title: r_TOA_17.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/cxgkkz
title: r_TOA_18.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/euae79
title: r_TOA_19.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/vfaotn
title: r_TOA_20.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/g5qkqe
title: r_TOA_21.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/lhwb8k
title: SAA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/pfrv8d
title: SZA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/q6ocqd
title: WV.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/uzh45m
title: O3.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/iie15b
title: OAA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/relabz
title: OZA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ot5yek
title: r_TOA_01.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/u0ybyy
title: r_TOA_02.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ny9ncm
title: r_TOA_03.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ksk9ej
title: r_TOA_04.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ovimpr
title: r_TOA_05.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/vbdlve
title: r_TOA_06.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/fivzy5
title: r_TOA_07.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ojbydi
title: r_TOA_08.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/uij2nt
title: r_TOA_09.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/mfbuk5
title: r_TOA_10.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ry2uzr
title: r_TOA_11.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/3kzsdb
title: r_TOA_12.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/q7tust
title: r_TOA_13.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/dlvdq0
title: r_TOA_14.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/cxmttr
title: r_TOA_15.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/cjcbmx
title: r_TOA_16.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.6084/m9.figshare.14450004
title: Craighead_County_Boundary

description: Shapefile boundary for Craighead county, ArkansasFrom the Arkansas GIS office: https://gis.arkansas.gov/
DOI: 10.22008/fk2/b674ar/jvpmud
title: r_TOA_17.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/kwtckh
title: r_TOA_18.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/7hn1sl
title: r_TOA_19.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/rhvk6a
title: r_TOA_20.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ej1e02
title: r_TOA_21.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/ckg1rp
title: SAA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/vehmyo
title: SZA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/45olkg
title: WV.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/lqrn4i
title: O3.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/xhowns
title: OAA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/3wnhn0
title: OZA.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/0onyaq
title: r_TOA_01.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/brotnt
title: r_TOA_02.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/vqbs0x
title: r_TOA_03.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/d2ywyr
title: r_TOA_04.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/isd2ke
title: r_TOA_05.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/nj9osc
title: r_TOA_06.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/jgjl5g
title: r_TOA_07.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/sxc8qe
title: r_TOA_08.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/mt2oem
title: r_TOA_09.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/fywkcw
title: r_TOA_10.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/aupuws
title: r_TOA_11.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/m6kvi2
title: r_TOA_12.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/yux61o
title: r_TOA_13.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/qantvx
title: r_TOA_14.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/oexibx
title: r_TOA_15.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/20okq5
title: r_TOA_16.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/gmpvly
title: r_TOA_17.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/zxwrbg
title: r_TOA_18.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.22008/fk2/b674ar/igj8ck
title: r_TOA_19.tif

description: SICE version: Cloud removed, PPGC, SNAP7
DOI: 10.15468/dl.xspej9
title: Occurrence Download

description: A dataset containing 3588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tropidurus hispidus (Spix, 1825)"
 ]
}

 The dataset includes 3588 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106323-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25500/edata.bham.00001165
title: Raw dataset for submitted publication Recognition of a DNA Four Way Junction by an M2L4 Supramolecular Metallocage
DOI: 10.48597/u57j-jdds
title: Measurement of Precipitation_amount at Starina

description: Measurement of Precipitation_amount at Starina
DOI: 10.48597/5wdc-wpph
title: Measurement of Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/hc74-qx7d
title: Measurement of Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/mumt-venj
title: Measurement of Precipitation_amount at Starina

description: Measurement of Precipitation_amount at Starina
DOI: 10.48597/x44k-nh2w
title: Measurement of Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.15468/dl.qnqrmj
title: Occurrence Download

description: A dataset containing 441301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Country is Spain",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Year 2019-2024"
 ]
}

 The dataset includes 441301 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106295-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm5zer
title: Occurrence Download

description: A dataset containing 172343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phylloscopus bonelli (Vieillot, 1819)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 172343 records from 1161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106293-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58132/iz77ve
title: Urartian Red Burnished Ware in local context: An archaeometric study of the assemblage from Metsamor (Armenia, South Caucasus)

description: Tabular data and figures used in the article "Urartian Red Burnished Ware in local context: An archaeometric study of the assemblage from Metsamor (Armenia, South Caucasus)" published in Journal of Archaeological Science: Reports vol. 53
DOI: 10.5066/p142x8fu
title: Nitrogen flux estimates in support of Chesapeake Bay Hypoxia and Anoxia forecasts, 1985-2024

description: Data release includes the U.S. Geological Survey (USGS) estimate of spring nitrogen fluxes summed from nine tributaries to the Chesapeake Bay from 1985 to 2024. Data are presented as the sum from tributaries within the USGS River Input Monitoring (RIM) network identified by site numbers: 01491000, 01578310, 01594440, 01646580, 01668000, 01673000, 01674500, 02035000, 02041650. Periods of estimation include January through May and November through May. The estimates are made using up-to-date streamflow and all total nitrogen analyses available as of June 1 of the reporting year.
DOI: 10.5517/ccdc.csd.cc2hlzmq
title: CCDC 2312154: Experimental Crystal Structure Determination

description: Related Article: Sergej Stipurin, Thomas Strassner|2024|Organometallics|43|1726|doi:10.1021/acs.organomet.3c00532
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hlznr
title: CCDC 2312155: Experimental Crystal Structure Determination

description: Related Article: Sergej Stipurin, Thomas Strassner|2024|Organometallics|43|1726|doi:10.1021/acs.organomet.3c00532
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hlzps
title: CCDC 2312156: Experimental Crystal Structure Determination

description: Related Article: Sergej Stipurin, Thomas Strassner|2024|Organometallics|43|1726|doi:10.1021/acs.organomet.3c00532
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jj8fs
title: CCDC 2339335: Experimental Crystal Structure Determination

description: Related Article: Chetan Chauhan, Tanuj, Rajesh Kumar, Jitendra Kumar, Subhash Sharma, Samia Benmansour, Santosh Kumar|2024|Dalton Trans.|53|13638|doi:10.1039/D4DT01463D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2f6r8p
title: CCDC 2240812: Experimental Crystal Structure Determination

description: Related Article: Peng-Yun Zhang, Chen Lian, Zhen-Wen Wang, Juan Chen, Hongjin Lv, Guo-Yu Yang|2024|Dalton Trans.|53|13409|doi:10.1039/D4DT00928B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.24390841
title: <b>Potential migration pathways of broadleaved trees across the receding boreal biome under future climate change</b>

description: Climate change has triggered poleward expansions in the distributions of various taxonomic groups, including tree species. Given the ecological significance of trees as keystone species in forests and their socioeconomic importance, projecting the potential future distributions of these species is crucial for devising effective adaptation strategies for both biomass production and biodiversity conservation in future forest ecosystems. Here, we fitted physiographically-informed habitat suitability models (HSMs) at 50-m resolution across Sweden to estimate the potential northward expansion of seven broadleaved tree species within their leading-edge distributions in Europe under different future climate change scenarios and for different time periods. Overall, we observed that the minimum temperature was the most crucial variable for comprehending the spatial distribution of broadleaved tree species at their cold limit extent. Our HSMs projected a complex range expansion pattern to the year 2100, with individualistic differences among species. However, a frequent pattern was a northward expansion along the east coast followed by rather narrow migration pathways along larger valleys towards edaphically suitable areas in the northwest. The high-resolution maps generated in this study offer valuable insights for our understanding of and adaptation to coming range shifts at the leading edge of southern tree species expanding across the retracting boreal biome. These maps can suggest areas where these species could already be translocated to enhance forest management decisions and biodiversity conservation adaptation efforts in the face of climate change.
DOI: 10.6084/m9.figshare.24390841.v6
title: <b>Potential migration pathways of broadleaved trees across the receding boreal biome under future climate change</b>

description: Climate change has triggered poleward expansions in the distributions of various taxonomic groups, including tree species. Given the ecological significance of trees as keystone species in forests and their socioeconomic importance, projecting the potential future distributions of these species is crucial for devising effective adaptation strategies for both biomass production and biodiversity conservation in future forest ecosystems. Here, we fitted physiographically-informed habitat suitability models (HSMs) at 50-m resolution across Sweden to estimate the potential northward expansion of seven broadleaved tree species within their leading-edge distributions in Europe under different future climate change scenarios and for different time periods. Overall, we observed that the minimum temperature was the most crucial variable for comprehending the spatial distribution of broadleaved tree species at their cold limit extent. Our HSMs projected a complex range expansion pattern to the year 2100, with individualistic differences among species. However, a frequent pattern was a northward expansion along the east coast followed by rather narrow migration pathways along larger valleys towards edaphically suitable areas in the northwest. The high-resolution maps generated in this study offer valuable insights for our understanding of and adaptation to coming range shifts at the leading edge of southern tree species expanding across the retracting boreal biome. These maps can suggest areas where these species could already be translocated to enhance forest management decisions and biodiversity conservation adaptation efforts in the face of climate change.