cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24866220.v1
title: Design of a multi-epitope vaccine (vme-VAC/MST-1) against cholera and vibriosis based on reverse vaccinology and immunoinformatics approaches

description: Vibriosis and cholera are serious diseases distributed worldwide and caused by six marine bacteria of the <i>Vibrio</i> genus. Thousands of deaths occur each year due to these illnesses, necessitating the development of new preventive measures. Presently, the existing cholera vaccine demonstrates an effectiveness of approximately 60%. Here we describe a new multi-epitope vaccine, ‘vme-VAC/MST-1’ based on vaccine targets identified by reverse vaccinology and epitopes predicted by immunoinformatics, two currently effective tools for predicting new vaccines for bacterial pathogens. The vaccine was designed to combat vibriosis and cholera by incorporating epitopes predicted for CTL, HTL, and B cells. These epitopes were identified from six vaccine targets revealed through subtractive genomics, combined with reverse vaccinology, and were further filtered using immunoinformatics approaches based on their predicted immunogenicity. To construct the vaccine, 28 epitopes (24 CTL/B and 4 HTL/B) were linked to the sequence of the cholera toxin B subunit adjuvant<i>. In silico</i> analyses indicate that the resulting immunogen is stable, soluble, non-toxic, and non-allergenic. Furthermore, it exhibits no homology to the host and demonstrates a strong capacity to elicit innate, B-cell, and T-cell immune responses. Our analysis suggests that it is likely to elicit immune reactions mediated through the TLR5 pathway, as evidenced by the molecular docking of the vaccine with the receptor, which revealed high affinity and a favorable reaction. Thus, vme-VAC/MST-1 is predicted to be a safe and effective solution against pathogenic <i>Vibrio</i> spp. However, further experimental analyses are required to measure the vaccine’s effects <i>In vivo.</i>
DOI: 10.15468/dl.xyrsxq
title: Occurrence Download

description: A dataset containing 4622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nassariidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4622 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001589-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apkn6n
title: Occurrence Download

description: A dataset containing 7105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Salix lasiolepis Benth.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7105 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014363-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iydyty
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is false",
 "TaxonKey is Saguinus leucopus (Günther, 1877)"
 ]
}

 The dataset includes 83 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011577-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4csvb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Danio htamanthinus Kullander & Norén, 2016",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002292-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhd4al
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garra lamta (Hamilton, 1822)"
 ]
}

 The dataset includes 97 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014363-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8605724
title: Data Scientist - Linkedin Job Postings
DOI: 10.15468/dl.om1y8s
title: Occurrence Download

description: A dataset containing 9341 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Botryllus schlosseri (Pallas, 1766)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9341 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011577-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8605725
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.acqda5
title: Occurrence Download

description: A dataset containing 1066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Bambusa vulgaris Schrad. ex J.C.Wendl.",
 "TaxonKey is Dendrocalamus asper (Schult.f.) Backer",
 "TaxonKey is Guadua aculeata E.Fourn.",
 "TaxonKey is Guadua angustifolia Kunth",
 "TaxonKey is Bambusa tulda Roxb."
 ]
 }
 ]
}

 The dataset includes 1066 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179825-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3niia
title: Occurrence Download

description: A dataset containing 74642621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 74642621 records from 5112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014364-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/yjvehd
title: 344_3_L_Al_mdISCC_70_041.tab
DOI: 10.57745/x1nje8
title: 348_1_Cal_STD_70_041.tab
DOI: 10.57745/509xx7
title: 350_1_Ref_V_71_042.tab
DOI: 10.57745/ovlcfh
title: 350_2_Ref_V_71_042.tab
DOI: 10.57745/uggmhp
title: 350_3_Ref_V_71_042.tab
DOI: 10.57745/efwm8f
title: 351_1_Ref_T_71_042.tab
DOI: 10.57745/tjodtw
title: 351_2_Ref_T_71_042.tab
DOI: 10.57745/eami1q
title: 351_3_Ref_T_71_042.tab
DOI: 10.57745/x1waqz
title: 35_1_Ref_V_25_014.tab
DOI: 10.57745/kn4gcl
title: 352_1_L_Er_nBCC_71_042.tab
DOI: 10.57745/p4oeli
title: 352_2_L_Er_nBCC_71_042.tab
DOI: 10.57745/dqfel2
title: 352_3_L_Er_nBCC_71_042.tab
DOI: 10.57745/x2wtgp
title: 35_2_Ref_V_25_014.tab
DOI: 10.57745/e5eunl
title: 35_3_Ref_V_25_014.tab
DOI: 10.57745/n2bpef
title: 355_1_NL_Er_H_71_042.tab
DOI: 10.57745/dwkmoc
title: 355_2_NL_Er_H_71_042.tab
DOI: 10.57745/czudde
title: 355_3_NL_Er_H_71_042.tab
DOI: 10.57745/bre2qj
title: 357_2_Cal_STD_71_042.tab
DOI: 10.57745/rnlneh
title: 358_1_Ref_V_76_043.tab
DOI: 10.6084/m9.figshare.27871272.v1
title: Pub1 interactors

description: Pub1 interactors in nitrogen starvation measured by spectral counting
DOI: 10.6084/m9.figshare.27871272
title: Pub1 interactors

description: Pub1 interactors in nitrogen starvation measured by spectral counting
DOI: 10.57745/oqmntd
title: 358_2_Ref_V_76_043.tab
DOI: 10.57745/v8fyts
title: 358_3_Ref_V_76_043.tab
DOI: 10.57745/w8950l
title: 359_1_Ref_T_76_043.tab
DOI: 10.57745/qxesxw
title: 359_2_Ref_T_76_043.tab
DOI: 10.57745/tg4tq3
title: 359_3_Ref_T_76_043.tab
DOI: 10.57745/bcpr0i
title: 360_1_L_El_nBCC_76_043.tab
DOI: 10.57745/vqsny8
title: 360_2_L_El_nBCC_76_043.tab
DOI: 10.57745/kuhptp
title: 360_3_L_El_nBCC_76_043.tab
DOI: 10.57745/dj1v0u
title: 36_1_L_ZAl_AK_25_014.tab
DOI: 10.57745/q97pzo
title: 36_2_L_ZAl_AK_25_014.tab
DOI: 10.57745/07q40a
title: 363_1_NL_El_H_76_043.tab
DOI: 10.57745/u5v6dc
title: 363_2_NL_El_H_76_043.tab
DOI: 10.57745/oqxn3t
title: 363_3_NL_El_H_76_043.tab
DOI: 10.57745/cn9byt
title: 36_3_L_ZAl_AK_25_014.tab
DOI: 10.57745/tg97hl
title: 364_1_NL_El_H_76_043.tab
DOI: 10.57745/aji8pr
title: 364_2_NL_El_H_76_043.tab
DOI: 10.57745/tec1ye
title: 364_3_NL_El_H_76_043.tab
DOI: 10.57745/qoilhu
title: 366_2_Cal_STD_76_043.tab
DOI: 10.15468/dl.7z83wh
title: Occurrence Download

description: A dataset listing the 587 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Septoria E.M.Fries, 1819"
 ]
}

 The dataset's 587 records were derived from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024482-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/e6vica
title: 367_1_Ref_V_77_044.tab
DOI: 10.57745/lmtrhz
title: 367_2_Ref_V_77_044.tab
DOI: 10.57745/neesbz
title: 367_3_Ref_V_77_044.tab
DOI: 10.15468/dl.mjdvya
title: Occurrence Download

description: A dataset containing 7210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Specimen, Occurrence evidence)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus terricola Kirby, 1837",
 "Year 2004-2024"
 ]
}

 The dataset includes 7210 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024491-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/zoaasf
title: 368_1_Ref_T_77_044.tab
DOI: 10.57745/epgfqo
title: 368_2_Ref_T_77_044.tab
DOI: 10.57745/pu2jwk
title: 368_3_Ref_T_77_044.tab
DOI: 10.57745/v8q8hf
title: 369_1_L_CCl_ICC_77_044.tab
DOI: 10.57745/pd8d9l
title: 369_2_L_CCl_ICC_77_044.tab
DOI: 10.57745/ykdpxf
title: 369_3_L_CCl_ICC_77_044.tab
DOI: 10.57745/gcca3p
title: 37_021.json
DOI: 10.57745/1xtafw
title: 372_1_NL_CCl_H_77_044.tab
DOI: 10.57745/x5fzmd
title: 372_2_NL_CCl_H_77_044.tab
DOI: 10.57745/ltkdvu
title: 372_3_NL_CCl_H_77_044.tab
DOI: 10.57745/qzfqy5
title: 374_2_Cal_STD_77_044.tab
DOI: 10.57745/7hph6a
title: 375_1_Ref_V_78_045.tab
DOI: 10.57745/yi0im1
title: 375_2_Ref_V_78_045.tab
DOI: 10.57745/nnhw0y
title: 375_3_Ref_V_78_045.tab
DOI: 10.15468/dl.29w9e6
title: Occurrence Download

description: A dataset containing 3273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Specimen, Occurrence evidence)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus flavidus Eversmann, 1852",
 "Year 2004-2024"
 ]
}

 The dataset includes 3273 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024493-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/usopdc
title: 376_1_Ref_T_78_045.tab
DOI: 10.57745/ssu2qo
title: 376_2_Ref_T_78_045.tab
DOI: 10.57745/1snu3o
title: 376_3_Ref_T_78_045.tab
DOI: 10.57745/fieks3
title: 377_1_L_A_invSCC_78_045.tab
DOI: 10.57745/xkpdny
title: 377_2_L_A_invSCC_78_045.tab
DOI: 10.15468/dl.hzksp5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sinomicrurus macclellandi (Reinhardt, 1844)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024494-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/o4yidc
title: 377_3_L_A_invSCC_78_045.tab
DOI: 10.57745/zkx4ll
title: 380_1_NL_A_H_78_045.tab
DOI: 10.57745/kshxvw
title: 38_022.json
DOI: 10.57745/1wu5kf
title: 380_2_NL_A_H_78_045.tab
DOI: 10.57745/m1vxlv
title: 380_3_NL_A_H_78_045.tab
DOI: 10.57745/o4mgtr
title: 381_1_Cal_STD_78_045.tab
DOI: 10.57745/mzqyll
title: 383_1_Ref_V_82_046.tab
DOI: 10.57745/gi93eu
title: 383_2_Ref_V_82_046.tab
DOI: 10.57745/kqj88o
title: 383_3_Ref_V_82_046.tab
DOI: 10.57745/qj9s7r
title: 384_1_Ref_T_82_046.tab
DOI: 10.57745/bh4pvz
title: 384_2_Ref_T_82_046.tab
DOI: 10.57745/ay1b1c
title: 384_3_Ref_T_82_046.tab
DOI: 10.57745/rvpaay
title: 385_1_L_Cr_supBCC_82_046.tab
DOI: 10.57745/fiuzau
title: 385_2_L_Cr_supBCC_82_046.tab
DOI: 10.57745/nmxvjo
title: 385_3_L_Cr_supBCC_82_046.tab
DOI: 10.57745/odsu12
title: 388_1_NL_Cr_AK1_82_046.tab
DOI: 10.15468/dl.s79rqg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tympanoctomys loschalchalerosorum Mares, Braun, Barquez & Diaz, 2000"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024495-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/l6ical
title: 388_2_NL_Cr_AK1_82_046.tab
DOI: 10.15468/dl.t6y8mv
title: Occurrence Download

description: A dataset containing 1971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Specimen, Occurrence evidence)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Osmia lignaria Say, 1837",
 "Year 2004-2024"
 ]
}

 The dataset includes 1971 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024496-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/lsl4d2
title: 388_3_NL_Cr_AK1_82_046.tab
DOI: 10.57745/bum6zs
title: 39_023.json
DOI: 10.57745/yodick
title: 390_2_Cal_STD_82_046.tab
DOI: 10.57745/2jkogx
title: 391_1_Ref_V_83_047.tab
DOI: 10.57745/7qtcm1
title: 391_2_Ref_V_83_047.tab
DOI: 10.57745/0pkqhm
title: 391_3_Ref_V_83_047.tab
DOI: 10.57745/hashgk
title: 39_1_Cal_STD_25_014.tab
DOI: 10.57745/41itb0
title: 392_1_Ref_T_83_047.tab
DOI: 10.15468/dl.4m4e5c
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Daboia russelii (Shaw & Nodder, 1797)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024497-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/0wztiw
title: 392_2_Ref_T_83_047.tab
DOI: 10.57745/pagwdt
title: 392_3_Ref_T_83_047.tab
DOI: 10.57745/redfdx
title: 393_1_L_Gr_iBCC_83_047.tab
DOI: 10.57745/o3qgrs
title: 393_2_L_Gr_iBCC_83_047.tab
DOI: 10.57745/gesi6p
title: 393_3_L_Gr_iBCC_83_047.tab
DOI: 10.57745/jb4kal
title: 396_1_NL_Gr_H_83_047.tab
DOI: 10.57745/txxtvw
title: 396_2_NL_Gr_H_83_047.tab
DOI: 10.57745/ne8k1y
title: 396_3_NL_Gr_H_83_047.tab
DOI: 10.57745/o2b53m
title: 397_1_NL_Gr_H_83_047.tab
DOI: 10.57745/bkwiyz
title: 397_2_NL_Gr_H_83_047.tab
DOI: 10.57745/bh9hus
title: 397_3_NL_Gr_H_83_047.tab
DOI: 10.57745/acxnxk
title: 399_2_Cal_STD_83_047.tab
DOI: 10.57745/4h2q2t
title: 400_1_Ref_V_85_048.tab
DOI: 10.57745/ohsbx3
title: 400_2_Ref_V_85_048.tab
DOI: 10.57745/rz7v9o
title: 400_3_Ref_V_85_048.tab
DOI: 10.57745/fipknc
title: 401_1_Ref_T_85_048.tab
DOI: 10.15468/dl.rh3y9b
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "TaxonKey is Diuca speculifera (d'Orbigny & Lafresnaye, 1837)"
 ]
}

 The dataset includes 56 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024498-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/yx0gll
title: 401_2_Ref_T_85_048.tab
DOI: 10.57745/jg5bcr
title: 401_3_Ref_T_85_048.tab
DOI: 10.57745/kk8o3u
title: 40_1_Ref_V_26_015.tab
DOI: 10.15468/dl.88f4pj
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Specimen, Occurrence evidence)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Cicindela limbalis Klug, 1834",
 "Year 2004-2024"
 ]
}

 The dataset includes 891 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024500-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/timemd
title: 402_1_L_Fl_iBCC_85_048.tab
DOI: 10.57745/wehted
title: 402_2_L_Fl_iBCC_85_048.tab
DOI: 10.57745/ztn7xz
title: 402_3_L_Fl_iBCC_85_048.tab
DOI: 10.57745/kkdos8
title: 40_2_Ref_V_26_015.tab
DOI: 10.57745/jski0w
title: 40_3_Ref_V_26_015.tab
DOI: 10.57745/eod7bt
title: 405_1_NL_Fl_H_85_048.tab
DOI: 10.57745/yt1fyy
title: 405_2_NL_Fl_H_85_048.tab
DOI: 10.57745/ujpy5p
title: 405_3_NL_Fl_H_85_048.tab
DOI: 10.57745/z5ubsk
title: 406_1_NL_Fl_H_85_048.tab
DOI: 10.57745/btj6hx
title: 406_2_NL_Fl_H_85_048.tab
DOI: 10.57745/xdmhli
title: 406_3_NL_Fl_H_85_048.tab
DOI: 10.57745/cnlefw
title: 407_1_L_Bo_H_85_048.tab
DOI: 10.15468/dl.z6wbxz
title: Occurrence Download

description: A dataset containing 2085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.85698 0.72751,-72.43153 0.72751,-72.43153 4.11938,-75.85698 4.11938,-75.85698 0.72751))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dasypus novemcinctus Linnaeus, 1758"
 ]
}

 The dataset includes 2085 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024501-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/a9d91h
title: 407_2_L_Bo_H_85_048.tab
DOI: 10.57745/oiuezg
title: 407_3_L_Bo_H_85_048.tab
DOI: 10.25403/upresearchdata.27868764
title: Remotely sensed data can be valuable for effective groundwater resource supply and demand monitoring

description: This study illustrated how remotely sensed data can be valuable for effective groundwater resource supply and demand monitoring, specifically for intensively irrigated areas reliant on groundwater, without the need for extensive skills and expensive <em>in situ</em> data.
The datasets used to create the charts for each research chapter are included. In Chapter 4, <em>in situ</em> precipitation observations are compared to the remotely sensed precipitation product selected for use, namely, CHIRPS (Climate Hazards Group InfraRed Precipitation with Station data) at the Secondary Catchment A2 spatial resolution, and monthly, seasonal and annual temporal resolutions. In Chapter 5, the remotely sensed groundwater storage anomalies were downscaled to a higher spatial resolution using the Random Forest Machine Learning classifier, and CHIPRS precipitation and MODIS actual evapotranspiration as independent variables. In Chapter 6, active cultivation was identified from monthly Sentinel-2 composites and divided into monthly rainfed and irrigated areas using an existing product. Crop and irrigation water use were estimated using remotely sensed data and compared to the downscaled GWS changes from Chapter 6. Chapter 7 explored the implications and outcomes of incorporating a range of different specific yield (Sy) values into the downscaled GWS product created.
<br>
No field data was collected, and all products generated relied on open source, published datasets. Google Earth Engine codes are included, and made available with the publications.
DOI: 10.57745/kmhsp9
title: 408_1_L_Bl_AK1_85_048.tab
DOI: 10.57745/g4a53l
title: 408_2_L_Bl_AK1_85_048.tab
DOI: 10.57745/ml38qf
title: 408_3_L_Bl_AK1_85_048.tab
DOI: 10.15468/dl.gbmwmb
title: Occurrence Download

description: A dataset containing 343476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence, Specimen)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Perisoreus canadensis (Linnaeus, 1766)",
 "Year 2004-2024"
 ]
}

 The dataset includes 343476 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024474-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/dhnqk7
title: 41_024.json
DOI: 10.5517/ccdc.csd.cc2fk348
title: CCDC 2250759: Experimental Crystal Structure Determination

description: Related Article: Shungen Chen, Qian Yang, Xiaowei Zhang, Zengyuan Wang, Hui-Min Xu, Liao-Bin Dong|2023|J.Nat.Prod.|87|195|doi:10.1021/acs.jnatprod.3c00830
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.cc2fk359
title: CCDC 2250760: Experimental Crystal Structure Determination

description: Related Article: Shungen Chen, Qian Yang, Xiaowei Zhang, Zengyuan Wang, Hui-Min Xu, Liao-Bin Dong|2023|J.Nat.Prod.|87|195|doi:10.1021/acs.jnatprod.3c00830
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.cc2fk36b
title: CCDC 2250761: Experimental Crystal Structure Determination

description: Related Article: Shungen Chen, Qian Yang, Xiaowei Zhang, Zengyuan Wang, Hui-Min Xu, Liao-Bin Dong|2023|J.Nat.Prod.|87|195|doi:10.1021/acs.jnatprod.3c00830
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.cc2fk3bg
title: CCDC 2250765: Experimental Crystal Structure Determination

description: Related Article: Shungen Chen, Qian Yang, Xiaowei Zhang, Zengyuan Wang, Hui-Min Xu, Liao-Bin Dong|2023|J.Nat.Prod.|87|195|doi:10.1021/acs.jnatprod.3c00830
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.