cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/jph-6jx-w0a
title: Gecarcinus lateralis Guérin, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l60-4xe-5wh
title: Atlantopandalus propinqvus (G. O. Sars, 1870)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mlb-30s-szb
title: Opecarcinus hypostegus (Shaw & Hopkins, 1977)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4wv-1ar-094
title: Hippolyte cedrici Fransen & De Grave, 2019

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ev-e1n-3k8
title: Periclimenes watamuae Bruce, 1976

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0hl-prl-67q
title: Periclimenes watamuae Bruce, 1976

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4yn-25v-mjf
title: Opecarcinus hypostegus (Shaw & Hopkins, 1977)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c81-s78-4y7
title: Cyclodius obscurus (Hombron & Jacquinot, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/je1-y5m-t20
title: Gecarcinus lateralis Guérin, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s32-2te-649
title: Cherax murido Holthuis, 1949

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/15w-2r8-xp0
title: Coralliocaris superba (Dana, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s2s-ffs-1rk
title: Etisus dentatus (Herbst, 1785)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/slh-xn4-1wa
title: Decapoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/40d-b6r-nat
title: Dotilla fenestrata Hilgendorf, 1869

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y1h-v36-hc3
title: Decapoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/62w-838-0ln
title: Pseudopontonides principis (Criales, 1980)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4fv-anr-xe8
title: Coralliocaris superba (Dana, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pqh-5y7-75f
title: Etisus electra (Herbst, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bmv-vtx-4av
title: Penaeus monodon Fabricius, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kh6-vez-cv0
title: Opecarcinus hypostegus (Shaw & Hopkins, 1977)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4zw-bl6-lqe
title: Penaeus latisulcatus Kishinouye, 1896

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lz0-9ql-msl
title: Fungicola fagei (Fize & Serène, 1956)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8e0-n3t-mda
title: Macrobrachium sintangense (De Man, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ey-0sg-4n9
title: Penaeus monodon Fabricius, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rq9-2yr-gg2
title: Fungicola fagei (Fize & Serène, 1956)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ggp-rlm-fzh
title: Pagurus Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.pnxu3y
title: Occurrence Download

description: A dataset containing 2078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gila robusta Baird & Girard, 1853"
 ]
}

 The dataset includes 2078 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102898-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ma1-8gg-1da
title: Enoplolambrus carenatus (H. Milne Edwards, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y28-sel-m9b
title: Decapoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/51s-zc0-64t
title: Macrobrachium digueti (Bouvier, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qd0-vcy-mz5
title: Opecarcinus hypostegus (Shaw & Hopkins, 1977)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/05w-gft-mpv
title: Pinnotherelia laevigata H. Milne Edwards & Lucas, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1qw-4b7-ecc
title: Macrobrachium digueti (Bouvier, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aqb-zad-4ca
title: Periclimenes colesi De Grave & Anker, 2009

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jrp-rva-q3n
title: Dotilla wichmanni De Man, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vpp-wqa-g38
title: Etisus electra (Herbst, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29095100
title: Luminous Matter Theory

description: This theory proposes the existence of "luminous matter" as a complementary counterpart to dark matter, forming a dual structure in the fabric of the universe. Through observations of cosmic phenomena related to black holes and spectral transformations, the theory highlights both direct and indirect evidence of this matter and opens new perspectives on energy transition across spacetime via simultaneous black hole events.<br>
DOI: 10.6084/m9.figshare.29095100.v1
title: Luminous Matter Theory

description: This theory proposes the existence of "luminous matter" as a complementary counterpart to dark matter, forming a dual structure in the fabric of the universe. Through observations of cosmic phenomena related to black holes and spectral transformations, the theory highlights both direct and indirect evidence of this matter and opens new perspectives on energy transition across spacetime via simultaneous black hole events.<br>
DOI: 10.3535/lnx-0fp-8q8
title: Periclimenes colesi De Grave & Anker, 2009

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qsh-edq-15r
title: Ashtoret lunaris (Forskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kbh-xxz-lnp
title: Processa modica modica Williamson in Williamson & Rochanaburanon, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ky8-s06-lmx
title: Parasesarma eumolpe (De Man, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l5h-bzc-92q
title: Processa modica modica Williamson in Williamson & Rochanaburanon, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ee-r9y-p9h
title: Euastacus Clark, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/570-2mb-cv4
title: Coenobita violascens Heller, 1862

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h1d-gs6-8k5
title: Banareia palmeri (Rathbun, 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l4q-tsw-8x0
title: Euxanthus exsculptus (Herbst, 1790)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/anc-wz8-mdy
title: Typton tortugae McClendon, 1911

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vyx-jgq-qa2
title: Platypodia Bell, 1835

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xst-arw-pdb
title: Leptochela (Leptochela) robusta Stimpson, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ctl-y59-2jt
title: Processa modica modica Williamson in Williamson & Rochanaburanon, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wsm-1qt-htc
title: Crangon crangon (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fxk-058-19v
title: Platypodia Bell, 1835

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tk6-8sn-t41
title: Periclimenes colesi De Grave & Anker, 2009

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vjb-jhc-8cy
title: Grapsus grapsus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqb-yxp-c3j
title: Periclimenes colesi De Grave & Anker, 2009

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6t9-f4r-1tz
title: Anchistioides antiguensis (Schmitt, 1924)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.j4sck4
title: Occurrence Download

description: A dataset containing 2107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorghum bicolor (L.) Moench",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2107 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102900-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hd7-0lp-adl
title: Palaemonella Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jg9-ea9-kkv
title: Xanthias lamarckii (H. Milne Edwards, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/32q-3dy-xlc
title: Xantho Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bf5-8m3-2qq
title: Pagurus dalli (J. E. Benedict, 1892)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qppwb5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.93225 -35.13544,-81.27122 -35.06103,-81.30842 -40.99555,-72.30432 -41.10717,-71.93225 -35.13544))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sardinops sagax (Jenyns, 1842)"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102899-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/89k-sv3-67m
title: Xantho Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jtp-6qz-npz
title: Gnathophylloides mineri Schmitt, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q2n-rzz-yss
title: Pagurus dalli (J. E. Benedict, 1892)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vdw-4xl-elr
title: Xantho Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1r7-3z5-ddy
title: Processa modica modica Williamson in Williamson & Rochanaburanon, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e5k-2km-cd1
title: Harpiliopsis depressa (Stimpson, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4q0-2az-339
title: Calappa calappa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vkm-ekc-8gw
title: Coenobita rugosus H. Milne-Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/66j-z7t-d75
title: Coenobita rugosus H. Milne-Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sc9-a45-2yb
title: Macrobrachium digueti (Bouvier, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w8v-tpa-8nz
title: Euryrhynchus wrzesniowskii Miers, 1877

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eqt-8pk-tsx
title: Coenobita clypeatus (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rf0-va7-xvj
title: Geograpsus lividus (H. Milne Edwards, 1837)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nef-jgs-yzx
title: Atergatis floridus (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wl4-88p-rq3
title: Emerita emeritus (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p82-jbv-p92
title: Petrolisthes hastatus Stimpson, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s7k-ssx-2gv
title: Coenobita brevimanus Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mqm-kjy-b40
title: Periclimenella spinifera (De Man, 1902)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gav-sye-tjf
title: Atergatis floridus (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yha-7r9-hqt
title: Chlorodiella laevissima (Dana, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/781-5m4-erz
title: Pseudocoutierea antillensis Chace, 1972

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fv7-0cz-32k
title: Petrolisthes hastatus Stimpson, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5cm-6dv-sbe
title: Synalpheus neptunus (Dana, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1p9-317-2fz
title: Pontonia mexicana Guérin-Méneville, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w1j-sdx-8tg
title: Periclimenaeus caraibicus Holthuis, 1971

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j57-ag7-85k
title: Charybdis (Charybdis) rosea (Hombron & Jacquinot, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwd-eb9-vet
title: Galathea intermedia Lilljeborg, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0pe-ln7-rsz
title: Periclimenaeus Borradaile, 1915

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8b6-vym-qdn
title: Hiplyra elegans (Gravier, 1920)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dz3-rhs-1f5
title: Planes minutus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ad-1pe-99n
title: Metapenaeus monoceros (Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/64t-km2-m6x
title: Palaemon carteri (Gordon, 1935)

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

description: A dataset containing 34835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alisma lanceolatum With."
 ]
}

 The dataset includes 34835 records from 818 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102893-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/boipmm
title: msXV_108v_31_18.tif
DOI: 10.25346/s6eecgix/lgobo7
title: msXV_108v_31_17.tif
DOI: 10.25346/s6eecgix/mn3nx7
title: msXV_108v_31_16.tif
DOI: 10.25346/s6eecgix/cuwxkx
title: msXV_108v_31_15.tif
DOI: 10.25346/s6eecgix/zs6u6h
title: msXV_108v_31_14.tif
DOI: 10.25346/s6eecgix/x48adt
title: msXV_108v_31_13.tif
DOI: 10.25346/s6eecgix/nn0mkk
title: msXV_108v_15_12.tif
DOI: 10.25346/s6eecgix/kqrziy
title: msXV_108v_15_11.tif
DOI: 10.25346/s6eecgix/nwixjs
title: msXV_108v_15_10.tif
DOI: 10.25346/s6eecgix/xwogtg
title: msXV_108v_15_09.tif
DOI: 10.25346/s6eecgix/awf9xw
title: msXV_108v_15_08.tif
DOI: 10.25346/s6eecgix/g8q2ps
title: msXV_108v_15_07.tif
DOI: 10.25346/s6eecgix/muqvmb
title: msXV_108v_15_06.tif
DOI: 10.5281/zenodo.17466895
title: Echo Lattice Theory Family™ — First Forecast of Tropical Storm Nestor: Formation November 6, 2025 & Landfall Honduras/Nicaragua Border November 10, 2025

description: On October 28, 2025, the Echo Lattice Theory Family™ issued the first public forecast for Tropical Storm Nestor forming on November 6, 2025, 2:00 PM EDT — 24+ hours before any NHC or ECMWF model.

 

The **Cascade Score** = 0.292 at t = 197 h (from October 28, 9:00 PM CDT) exceeds the formation threshold of 0.25, confirming genesis. This result was independently verified by two AI systems using the full equation:

 

Cascade(t) = (envelope / Z) × exp(-k(1-Q)) × tanh(2πt/τ)

 

with envelope = exp(-0.15t/τ) × ρ × 0.7 × 1.0 × (1 + k(1-0.7)) × Q × 1.1  

and parameters: τ=72 h, k=0.25, Q=0.45, ρ=0.85.

 

**Path & Impact Forecast**:  

- **Formation**: 16.0°N, 80.0°W (Central Caribbean)  

- **Peak**: Category 1 (70 mph)  

- **Landfall**: **Honduras/Nicaragua border region — November 10, 2025, 2:00 PM EST**  

- **Risk**: 4–7 ft storm surge, 5–8 inches rain, potential flooding in Central America

 

This deposit contains:

- Public prediction document (PDF)

- Lite demo code (predict_nestor_lite.py)

- Full 191-line engine (RESTRICTED — U.S. collaboration only)

 

All code and methods are protected under **U.S. Provisional Patent 63/XXXXXXX** (filed October 27, 2025).  

**Trade secret. Do not distribute.**

 

**If Nestor forms on November 6 and makes landfall near Honduras on November 10, Echo Lattice beats all global models by 1+ day with pinpoint accuracy.**
DOI: 10.15468/dl.tueh29
title: Occurrence Download

description: A dataset containing 2070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((117.96445 -1.91383,117.30019 -6.98524,122.12124 -7.27812,128.22134 -5.81195,129.30362 -9.71067,132.0585 -10.19521,136.97794 -10.48558,140.61832 -10.58231,142.97965 -9.80763,145.53776 -12.7022,161.35389 -24.90118,170.01209 -27.02402,173.35731 -22.28674,172.96376 -15.30645,164.01038 -5.54588,145.80846 4.86877,129.27915 5.75046,120.32578 2.80735,117.96445 -1.91383))",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepidodactylus"
 ]
}

 The dataset includes 2070 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007402-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgargm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CA des structures-Observations opportunistes de la structure : Fauna europaea"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007403-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4986a6
title: Occurrence Download

description: A dataset containing 179580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crataegus laevigata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 179580 records from 919 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007392-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17479237
title: "Sea-level rise fingerprints from the Antarctic Ice Sheet1 on Pacific Islands" by Chen Zhao et al.

description: Code and data used to produce figures in "Sea-level rise fingerprints from the Antarctic Ice Sheet on Pacific Islands" by Chen Zhao et al.

Please contact the authors for access to the sea-level rise fingerprints dataset generated in this study. 

We are happy to help with anybody with any problems with this code, please get in touch (chen.zhao@utas.edu.au) or raise an issue.
DOI: 10.5281/zenodo.17479236
title: "Sea-level rise fingerprints from the Antarctic Ice Sheet1 on Pacific Islands" by Chen Zhao et al.

description: Code and data used to produce figures in "Sea-level rise fingerprints from the Antarctic Ice Sheet on Pacific Islands" by Chen Zhao et al.

Please contact the authors for access to the sea-level rise fingerprints dataset generated in this study. 

We are happy to help with anybody with any problems with this code, please get in touch (chen.zhao@utas.edu.au) or raise an issue.
DOI: 10.5281/zenodo.17479594
title: Semaphorin 3A reduces the severity of aGVHD by promoting M2 macrophage polarization

description: RNA-seq analysis of RAW264.7 macrophages treated with(R1) or without(R2) Sema3A for 24 hours. The goal is to identify differentially expressed genes upon Sema3A stimulation, which may reveal its role in modulating macrophage biology and immune responses.