cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/wl2-fdf-qx1
title: Naticidae Guilding, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hb6-8lh-gct
title: Canarium erythrinum (Dillwyn, 1817)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p7g-gg3-330
title: Patella ordinaria Mabille, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y62-v55-5e4
title: Epitonium clathrus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e2x-b83-pf4
title: Cerithium eburneum Bruguière, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m6j-yt8-cpt
title: Polinices lacteus (Guilding, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2p4-v0p-lge
title: Pusillina radiata (R. A. Philippi, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k85-bz5-bzb
title: Cerithium lividulum Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/18h-z9r-cw4
title: Monophorus perversus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gzb-9ws-vke
title: Doryssa devians Brot, 1877

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nal-8m0-sjw
title: Vokesimurex rubidus (F. C. Baker, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0le-m6d-zky
title: Nassa serta (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jmv-jzf-wav
title: Mesalia mesal (Deshayes, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/84t-y6v-5qf
title: Nucella lapillus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77d-ch3-jtj
title: Gibberula miliaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ak7-q3w-h2f
title: Laevistrombus canarium (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e4s-y1a-q40
title: Pusillina philippi (Aradas & Maggiore, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjb-jvj-z7n
title: Naria miliaris (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36z-b98-0hf
title: Erronea errones (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jjn-sk1-e8h
title: Paratectonatica tigrina (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jk9-091-amv
title: Erronea pallida (J. E. Gray, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pmr-2t2-neh
title: Rissoa auriformis Pallary, 1904

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0hk-njm-bvs
title: Tarebia granifera (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/86l-1w1-gax
title: Trivia mediterranea (Risso, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wxy-lpr-4h6
title: Polinices mammilla (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6rr-4gm-fxb
title: Cirsotrema pumiceum (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xes-y27-cje
title: Penion sulcatus (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dcg-ygk-txs
title: Natica Scopoli, 1777

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pyx-q9h-j7w
title: Tarebia granifera (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tsz-g28-1a3
title: Rhinoclavis vertagus (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1n1-h4s-j57
title: Buccinidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wdq-d75-3zg
title: Coriophora dolicha (R. B. Watson, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pva-3lj-274
title: Buccinidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0pa-zd4-b7h
title: Buccinidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d5q-2vl-1zz
title: Laevistrombus canarium (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v4w-xat-yc0
title: Naria labrolineata (Gaskoin, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gsc-d2e-650
title: Trivirostra oryza (Lamarck, 1810)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sh1-qm0-60l
title: Pleurocera Rafinesque, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/51k-c10-ecb
title: Gemophos auritulus (Link, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qm7-cq2-1rb
title: Cingula trifasciata (J. Adams, 1800)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vp-hcg-f1p
title: Rissoa parva (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4l2-8td-2r0
title: Rissoa splendida Eichwald, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7xv-tfp-891
title: Palmadusta diluculum (Reeve, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mxr-egl-h8k
title: Euspira catena (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0hf-9q8-h8y
title: Turritella capensis Krauss, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/92j-wwv-x4y
title: Murex Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2fe-5ej-qfx
title: Diastomatidae Cossmann, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ard-xww-a09
title: Roperia poulsoni (P. P. Carpenter, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dr3-6cq-f5q
title: Nucella squamosa (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cv2-0gd-ljs
title: Rhinoclavis sinensis (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w16-24j-a9q
title: Turritellinella tricarinata (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/184-vsx-dxq
title: Cerithideopsis pliculosa (Menke, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wry-fx8-1mk
title: Lyncina vitellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nnh-ff2-rpj
title: Hipponix Blainville, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ez-019-pta
title: Microthyca A. Adams, 1863

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1f5-pg5-1m5
title: Erronea caurica elongata (Perry, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rwr-eew-emn
title: Naticarius canrena (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/82f-9bq-svc
title: Ranularia trilineata (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h1n-6cd-wpf
title: Naria lamarckii (J. E. Gray, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ny0-6ak-ceg
title: Helicina dysoni L. Pfeiffer, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ny7-ndx-kmk
title: Polinices mammilla (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w70-vge-m4x
title: Cerithium punctatum Bruguière, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0l6-aj1-1an
title: Gibberula epigrus (Reeve, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m7t-ydh-q8e
title: Lambis scorpius (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/avg-v6t-qhw
title: Rissoidae Gray, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hm5-x3n-d84
title: Polinices mammilla (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pmj-t57-m92
title: Diala semistriata (R. A. Philippi, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tnh-mbl-ks7
title: Rissoa guerinii Récluz, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ynv-knl-a0p
title: Juga plicifera (I. Lea, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lng-det-t6l
title: Balanocochlis glans (von dem Busch, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zdl-3t4-tqe
title: Erato prayensis Rochebrune, 1882

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dr6-m2w-acx
title: Scabrotrophon fabricii (Møller, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rfz-pap-yha
title: Metaxia abrupta (R. B. Watson, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/79l-tax-qgc
title: Drupina grossularia (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tsk-4c8-w02
title: Melanopsis cariosa (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rc4-ccc-tbq
title: Naria labrolineata (Gaskoin, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eey-qlb-9r0
title: Talparia talpa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ekj-wbx-vlz
title: Lyncina sulcidentata (J. E. Gray, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k1l-6z1-mmv
title: Cerithium nicaraguense Pilsbry & H. N. Lowe, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/354-1tx-t07
title: Cerithiopsis Forbes & Hanley, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cfj-27q-sxp
title: Epitonium angulatum (Say, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eja-kah-5jz
title: Cerithiopsis tubercularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s5g-fsg-r1s
title: Cerithium scabridum R. A. Philippi, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.4kxa55
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boccardia proboscidea",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 103 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009370-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/e0a-knl-bt1
title: Buccinidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e9c-q5f-l3g
title: Lyncina lynx (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tkl-qhy-ej7
title: Rissoina bruguieri (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w7y-1g2-8kj
title: Alvania punctura (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zh2-d7v-4ga
title: Bistolida hirundo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bwn-ms6-4gv
title: Mauritia arabica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q18-vrg-zkk
title: Staphylaea staphylaea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/26w-436-5gt
title: Naticidae Guilding, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ty-cy3-bza
title: Triviidae Troschel, 1863

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nyb-cyv-rhw
title: Patella aspera Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njd-185-aa8
title: Bittium J. E. Gray, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a4n-pyx-pke
title: Melanoides tuberculata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kvw-0pj-5ec
title: Barleeia unifasciata (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fy5-g5g-r71
title: Ranularia encaustica (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gkq-qbz-4e4
title: Terebralia palustris (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gwt-gj9-9ll
title: Indothais rufotincta (K. S. Tan & Sigurdsson, 1996)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ps-ayj-hvm
title: Ergaea walshi (Reeve, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lkf-22z-mxy
title: Trichotropis cancellata Hinds, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3vr-jh7-4ta
title: Callistocypraea aurantium (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e35-dq3-t88
title: Solenosteira pallida (Broderip & G. B. Sowerby I, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ae-1n7-8qk
title: Monetaria moneta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ar-9sd-3p1
title: Trivirostra hordacea (Kiener, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3mm-hen-myg
title: Naticidae Guilding, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.7hw998
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boccardia proboscidea",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009369-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/81v-9yt-26p
title: Potadoma schoutedeni Pilsbry & Bequaert, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dm1-smp-h36
title: Tornus subcarinatus (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jky-tfz-smz
title: Manzonia crassa (Kanmacher, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n5p-8q0-w3f
title: Cerithiopsis Forbes & Hanley, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x9-9e2-9qr
title: Crossata ventricosa (Broderip, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jcl-t6q-dxa
title: Turritellidae Lovén, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgh-km3-7qw
title: Mesalia opalina (A. Adams & Reeve, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.5m6mce
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boccardia proboscidea",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009371-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0g9-nlg-np8
title: Cerithiopsis Forbes & Hanley, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gf4-mhv-6pv
title: Seila trilineata (R. A. Philippi, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2se-2ve-dqj
title: Epitonium clathrus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vp8-af1-p75
title: Haustellum tweedianum (Macpherson, 1962)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ly-y87-s2h
title: Cerithium lividulum Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5w1-y3e-cc4
title: Clypeomorus bifasciata (G. B. Sowerby II, 1855)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16881373
title: snow-phenology-data

description: This dataset supports the paper “Increased Sensitivity of Snow Phenology to Temperature in Unstable Snow Regions Since 1990.” It includes processed observational and reanalysis data used to extract snow phenology metrics and generate all tables and figures in the study. The data are organized as follows:

1、Snow Phenology Calculation.zipProcessed GHCN station-level snow depth data used for snow phenology extraction. Missing dates are marked as "NA". Each file corresponds to one station.

2、Process meteorological data.zipMeteorological data (temperature and precipitation) used to fill missing values in the original records using ERA5 reanalysis data.

ERA5_T_daily_℃: Daily temperature from ERA5

ERA5_P_mm: Daily precipitation from ERA5

Combined_Results: Final filled and filtered dataset (200 stations) used for snow phenology extraction and further analysis (also found in Fig3_5_6_8 and Table1.zip).

3、Fig1.zipData used to generate Figure 1, based on extracted snow phenology metrics.

4、Table2.xlsxIntegrated snow phenology and meteorological data for the 200 selected stations. Used to produce Table 2.

5、Fig2.zipSummary data derived from Table2.xlsx, used to produce Figure 2.

6、Fig3_5_6_8 and Table1.zipCore dataset of 200 stations with extracted snow phenology and meteorological variables. Used to generate Figures 3, 5, 6, 8 and compute slope and p-values reported in Table 1. These are the same as the Combined_Results from Process meteorological data.zip.

7、Fig4.zip and Fig7.zipResults from trend analyses based on Table1.py (1st and 2nd sections), used to generate Figures 4 and 7.

All data files are provided in ready-to-use formats and correspond directly to the figures and tables presented in the manuscript.