cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25346/s6eecgix/ppqpxr
title: plane_4.jpg
DOI: 10.25346/s6eecgix/fpupps
title: plane_3.jpg
DOI: 10.25346/s6eecgix/6rdxnv
title: plane_2.jpg
DOI: 10.25346/s6eecgix/s3rhpy
title: plane_1.jpg
DOI: 10.25346/s6eecgix/fadmf2
title: plane_0.jpg
DOI: 10.15468/dl.j9v69r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abarema abbottii, Abarema acreana, Abarema alexandri, Otholobium candicans, Psoralea argentea, Psoralea hirta, Psoralea algoensis, Psoralea parviflora, Otholobium rotundifolium, Psoralea thomii, Pueraria ferruginea, Shuteria pampininiana)",
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050997-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/4kfhy4
title: openlime.min.js
DOI: 10.25346/s6eecgix/c6dbzh
title: info.json
DOI: 10.25346/s6eecgix/h3j6go
title: index.html
DOI: 10.25346/s6eecgix/rybvob
title: skin.svg
DOI: 10.6084/m9.figshare.30099880
title: Requirements AssIstant data

description: Requirements Engineering (RE) plays a critical role in software development, yet traditional elicitation and specification practices remain time-consuming, error-prone, and heavily dependent on human interpretation and documentation. These challenges are intensified in dynamic environments where requirements evolve rapidly, and communication gaps between stakeholders and developers can lead to inconsistencies, rework, and project delays. To help address these issues, we have explored AI technologies and developed RAI (Requirements AssIstant), a multi-agent tool that has an architecture based on Large Language Models (LLMs) and automates key RE activities. We conducted a multiple case study with four organizations from different sectors to assess the effectiveness and feasibility of our proposal. The results suggest that the tool reduced the time and effort for requirements elicitation and documentation — transforming a process that typically takes several days into a workflow completed within minutes — while producing results with high levels of accuracy, relevance, and coverage. These promising results highlight the potential of LLM-based agents to support agile, high-quality, and cost-effective RE.
DOI: 10.15468/dl.2uy3sd
title: Occurrence Download

description: A dataset containing 6537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-52.27202 4.90914,-52.27348 4.89703,-52.27311 4.89316,-52.27553 4.88723,-52.27457 4.88288,-52.27795 4.87888,-52.27723 4.8738,-52.2713 4.86206,-52.27021 4.85892,-52.26743 4.85347,-52.26428 4.85275,-52.26222 4.85492,-52.26041 4.85444,-52.25944 4.8571,-52.25593 4.85747,-52.2569 4.86097,-52.25569 4.86279,-52.25351 4.86424,-52.24964 4.86799,-52.24964 4.87017,-52.24758 4.87078,-52.24419 4.8784,-52.2454 4.88167,-52.24698 4.88566,-52.2471 4.88723,-52.24964 4.88917,-52.25399 4.89086,-52.25484 4.89328,-52.25617 4.89244,-52.26247 4.89885,-52.26368 4.90357,-52.27202 4.90914))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6537 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050996-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/mill0z
title: skin.css
DOI: 10.25346/s6eecgix/mmkpun
title: plane_8.jpg
DOI: 10.25346/s6eecgix/bjgfeu
title: plane_7.jpg
DOI: 10.25346/s6eecgix/ondedy
title: plane_6.jpg
DOI: 10.25346/s6eecgix/tnnqgv
title: plane_5.jpg
DOI: 10.25346/s6eecgix/rctyvj
title: plane_4.jpg
DOI: 10.25346/s6eecgix/nemwnb
title: plane_3.jpg
DOI: 10.25346/s6eecgix/suflkk
title: plane_2.jpg
DOI: 10.25346/s6eecgix/hg7hy8
title: plane_1.jpg
DOI: 10.25346/s6eecgix/kduojx
title: plane_0.jpg
DOI: 10.25346/s6eecgix/bkw7of
title: openlime.min.js
DOI: 10.25346/s6eecgix/10gf95
title: materials.png
DOI: 10.25346/s6eecgix/kakebp
title: info.json
DOI: 10.25346/s6eecgix/rqj9le
title: index.html
DOI: 10.25346/s6eecgix/eaxfqu
title: msXV_128r.relight
DOI: 10.25346/s6eecgix/pl2nlh
title: msXV_128r_65_47.jpg
DOI: 10.25346/s6eecgix/rynocg
title: msXV_128r_65_46.jpg
DOI: 10.25346/s6eecgix/v4dw2z
title: msXV_128r_65_45.jpg
DOI: 10.25346/s6eecgix/mnrvrw
title: msXV_128r_65_44.jpg
DOI: 10.25346/s6eecgix/zruy12
title: msXV_128r_65_43.jpg
DOI: 10.25346/s6eecgix/xfz83w
title: msXV_128r_65_42.jpg
DOI: 10.25346/s6eecgix/djmupk
title: msXV_128r_65_41.jpg
DOI: 10.25346/s6eecgix/tg1kxu
title: msXV_128r_65_40.jpg
DOI: 10.25346/s6eecgix/cchlqr
title: msXV_128r_65_39.jpg
DOI: 10.25346/s6eecgix/rf1wvn
title: msXV_128r_65_38.jpg
DOI: 10.25346/s6eecgix/tn44yc
title: msXV_128r_65_37.jpg
DOI: 10.25346/s6eecgix/a7iyub
title: msXV_128r_47_36.jpg
DOI: 10.15468/dl.watt3c
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursera penicillata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 742 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050998-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/b8nlct
title: msXV_128r_47_35.jpg
DOI: 10.15468/dl.yjcxdz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chukrasia tabularis",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051000-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/eum0cj
title: msXV_128r_47_34.jpg
DOI: 10.25346/s6eecgix/xek2ym
title: msXV_128r_47_33.jpg
DOI: 10.25346/s6eecgix/jbs3bb
title: msXV_128r_47_32.jpg
DOI: 10.25346/s6eecgix/jbggrm
title: msXV_128r_47_31.jpg
DOI: 10.25346/s6eecgix/c2gvso
title: msXV_128r_47_30.jpg
DOI: 10.25346/s6eecgix/tjdhsz
title: msXV_128r_47_29.jpg
DOI: 10.15468/dl.9wzkfg
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chukrasia tabularis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050999-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/ia4nbt
title: msXV_128r_47_28.jpg
DOI: 10.25346/s6eecgix/vv86wm
title: msXV_128r_47_27.jpg
DOI: 10.25346/s6eecgix/n5vetj
title: msXV_128r_47_26.jpg
DOI: 10.25346/s6eecgix/lyezsm
title: msXV_128r_47_25.jpg
DOI: 10.25346/s6eecgix/zuejac
title: msXV_128r_31_24.jpg
DOI: 10.25346/s6eecgix/bwc4sj
title: msXV_128r_31_23.jpg
DOI: 10.25346/s6eecgix/9kiedg
title: msXV_128r_31_22.jpg
DOI: 10.25346/s6eecgix/wwmdcq
title: msXV_128r_31_21.jpg
DOI: 10.25346/s6eecgix/hbj6dn
title: msXV_128r_31_20.jpg
DOI: 10.25346/s6eecgix/ict8gq
title: msXV_128r_31_19.jpg
DOI: 10.25346/s6eecgix/ptpvmf
title: msXV_128r_31_18.jpg
DOI: 10.25346/s6eecgix/uym4ls
title: msXV_128r_31_17.jpg
DOI: 10.25346/s6eecgix/z8qbe7
title: msXV_128r_31_16.jpg
DOI: 10.25346/s6eecgix/5lo6mz
title: msXV_128r_31_15.jpg
DOI: 10.25346/s6eecgix/kksuyz
title: msXV_128r_31_14.jpg
DOI: 10.25346/s6eecgix/sf10i5
title: msXV_128r_31_13.jpg
DOI: 10.25346/s6eecgix/u0jrnv
title: msXV_128r_15_12.jpg
DOI: 10.25346/s6eecgix/qyk1ss
title: msXV_128r_15_11.jpg
DOI: 10.25346/s6eecgix/7jyara
title: msXV_128r_15_10.jpg
DOI: 10.25346/s6eecgix/xzzwx3
title: msXV_128r_15_09.jpg
DOI: 10.25346/s6eecgix/k4urdi
title: msXV_128r_15_08.jpg
DOI: 10.25346/s6eecgix/gmdfnw
title: msXV_128r_15_07.jpg
DOI: 10.25346/s6eecgix/rkblo9
title: msXV_128r_15_06.jpg
DOI: 10.25346/s6eecgix/slr2n3
title: msXV_128r_15_05.jpg
DOI: 10.25346/s6eecgix/aqatmm
title: msXV_128r_15_04.jpg
DOI: 10.25346/s6eecgix/bwk2oq
title: msXV_128r_15_03.jpg
DOI: 10.25346/s6eecgix/ajb7vy
title: msXV_128r_15_02.jpg
DOI: 10.25346/s6eecgix/qxasq8
title: msXV_128r_15_01.jpg
DOI: 10.15468/dl.nbxc5b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astroblepus peruanus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051002-250827131500795/datasets/export for details.
DOI: 10.25346/s6eecgix/ynapgb
title: msXV_128r_0_ring.jpg
DOI: 10.25346/s6eecgix/6slowd
title: msXV_128r.jpg
DOI: 10.25346/s6eecgix/vdswim
title: msXV_108v_65_48.tif
DOI: 10.25346/s6eecgix/xsqefn
title: msXV_108v_65_47.tif
DOI: 10.25346/s6eecgix/pxxrn3
title: msXV_108v_65_46.tif
DOI: 10.25346/s6eecgix/ck2l2e
title: msXV_108v_65_45.tif
DOI: 10.25346/s6eecgix/hyftqp
title: msXV_108v_65_44.tif
DOI: 10.25346/s6eecgix/afguyu
title: msXV_108v_65_43.tif
DOI: 10.25346/s6eecgix/awnxp3
title: msXV_108v_65_42.tif
DOI: 10.25346/s6eecgix/yunfas
title: msXV_108v_65_41.tif
DOI: 10.25346/s6eecgix/5ehfq9
title: msXV_108v_65_40.tif
DOI: 10.25346/s6eecgix/cn8snp
title: msXV_108v_65_39.tif
DOI: 10.25346/s6eecgix/nfgvhw
title: msXV_108v_65_38.tif
DOI: 10.25346/s6eecgix/rpysfr
title: msXV_108v_65_37.tif
DOI: 10.25346/s6eecgix/xim6dq
title: msXV_108v_46_36.tif
DOI: 10.25346/s6eecgix/llhedc
title: msXV_108v_46_35.tif
DOI: 10.25346/s6eecgix/7i9cka
title: msXV_108v_46_34.tif
DOI: 10.25346/s6eecgix/vjdkcb
title: msXV_108v_46_33.tif
DOI: 10.25346/s6eecgix/nqb323
title: msXV_108v_46_32.tif
DOI: 10.25346/s6eecgix/egtx1p
title: msXV_108v_46_31.tif
DOI: 10.25346/s6eecgix/guwt7n
title: msXV_108v_46_30.tif
DOI: 10.25346/s6eecgix/ww5vht
title: msXV_108v_46_29.tif
DOI: 10.25346/s6eecgix/nejx3k
title: msXV_108v_46_28.tif
DOI: 10.25346/s6eecgix/v3wk2f
title: msXV_108v_46_27.tif
DOI: 10.25346/s6eecgix/kgb49i
title: msXV_108v_46_26.tif
DOI: 10.25346/s6eecgix/odq6lb
title: msXV_108v_46_25.tif
DOI: 10.5281/zenodo.17095317
title: Impulse Response Measurement of an Interview Setting
DOI: 10.5281/zenodo.17095318
title: Impulse Response Measurement of an Interview Setting
DOI: 10.25346/s6eecgix/uelvua
title: msXV_108v_31_24.tif
DOI: 10.25346/s6eecgix/2x7pwt
title: msXV_108v_31_23.tif
DOI: 10.25346/s6eecgix/7cdmnp
title: msXV_108v_31_22.tif
DOI: 10.25346/s6eecgix/fdpr9d
title: msXV_108v_31_21.tif
DOI: 10.25346/s6eecgix/x4zsml
title: msXV_108v_31_20.tif
DOI: 10.25346/s6eecgix/enhrup
title: msXV_108v_31_19.tif
DOI: 10.25346/s6eecgix/urlb2v
title: msXV_108v_31_18.tif
DOI: 10.25346/s6eecgix/btmgr7
title: msXV_108v_31_17.tif
DOI: 10.25346/s6eecgix/jfk3to
title: msXV_108v_31_16.tif
DOI: 10.25346/s6eecgix/zzb62u
title: msXV_108v_31_15.tif
DOI: 10.25346/s6eecgix/9jjyfn
title: msXV_108v_31_14.tif
DOI: 10.25346/s6eecgix/nzzc9e
title: msXV_108v_31_13.tif
DOI: 10.25346/s6eecgix/k8wgbn
title: msXV_108v_15_12.tif
DOI: 10.25346/s6eecgix/qr26d3
title: msXV_108v_15_11.tif
DOI: 10.25346/s6eecgix/q9aaii
title: msXV_108v_15_10.tif
DOI: 10.25346/s6eecgix/ryydrh
title: msXV_108v_15_09.tif
DOI: 10.25346/s6eecgix/kglzq1
title: msXV_108v_15_08.tif
DOI: 10.25346/s6eecgix/gfyzwz
title: msXV_108v_15_07.tif
DOI: 10.25346/s6eecgix/8k9reg
title: msXV_108v_15_06.tif
DOI: 10.25346/s6eecgix/cey2fg
title: msXV_108v_15_05.tif
DOI: 10.15468/dl.bhdsf6
title: Occurrence Download

description: A dataset containing 2796 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer buergerianum"
 ]
}

 The dataset includes 2796 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051004-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/up1vow
title: msXV_108v_15_04.tif
DOI: 10.25346/s6eecgix/ob523s
title: msXV_108v_15_03.tif
DOI: 10.25346/s6eecgix/rrzumr
title: msXV_108v_15_02.tif
DOI: 10.15468/dl.dxznz4
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Khaya senegalensis",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051009-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/yiprgc
title: msXV_108v_15_01.tif
DOI: 10.15468/dl.qyn5xu
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051010-250827131500795/datasets/export for details.
DOI: 10.25346/s6eecgix/amc0rm
title: msXV_108v_0_ring.tif
DOI: 10.25346/s6eecgix/8mug8f
title: msXV_108v.tif
DOI: 10.25346/s6eecgix/ij5ago
title: skin.svg
DOI: 10.25346/s6eecgix/fafsuc
title: skin.css
DOI: 10.25346/s6eecgix/mrrmoa
title: plane_8.jpg
DOI: 10.15468/dl.czqdzj
title: Occurrence Download

description: A dataset containing 93356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-131.59996 -25.45584,-4.40004 -25.45584,-4.40004 25.45584,-131.59996 25.45584,-131.59996 -25.45584))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Microcerculus marginatus"
 ]
}

 The dataset includes 93356 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050937-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/9n7f6t
title: plane_7.jpg
DOI: 10.15468/dl.7ydkw4
title: Occurrence Download

description: A dataset containing 1048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Khaya senegalensis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1048 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051007-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/icrcve
title: plane_6.jpg
DOI: 10.25346/s6eecgix/3y9ymf
title: plane_5.jpg
DOI: 10.25346/s6eecgix/8usmuy
title: plane_4.jpg
DOI: 10.25346/s6eecgix/tpuwkb
title: plane_3.jpg
DOI: 10.25346/s6eecgix/qwiots
title: plane_2.jpg
DOI: 10.15468/dl.rhb52a
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursera ribana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051005-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/ieqhnr
title: plane_1.jpg
DOI: 10.25346/s6eecgix/8sklup
title: plane_0.jpg
DOI: 10.25346/s6eecgix/jwnyza
title: openlime.min.js
DOI: 10.25346/s6eecgix/t7mqrb
title: info.json
DOI: 10.25346/s6eecgix/ubgd0l
title: index.html
DOI: 10.25346/s6eecgix/dy5uzn
title: skin.svg
DOI: 10.25346/s6eecgix/2tvjch
title: skin.css
DOI: 10.25346/s6eecgix/zdxesv
title: plane_8.jpg
DOI: 10.25346/s6eecgix/zoryc2
title: plane_7.jpg
DOI: 10.25346/s6eecgix/aaxeaz
title: plane_6.jpg
DOI: 10.25346/s6eecgix/x10pit
title: plane_5.jpg
DOI: 10.25346/s6eecgix/a4psfx
title: plane_4.jpg
DOI: 10.25346/s6eecgix/tam3px
title: plane_3.jpg
DOI: 10.25346/s6eecgix/w1rtv7
title: plane_2.jpg
DOI: 10.25346/s6eecgix/cluhee
title: plane_1.jpg
DOI: 10.18112/openneuro.ds006647.v1.0.0
title: Poetry EEG Study
DOI: 10.25346/s6eecgix/iycqwt
title: plane_0.jpg
DOI: 10.25346/s6eecgix/ii3grp
title: openlime.min.js
DOI: 10.25346/s6eecgix/vyja3q
title: materials.png
DOI: 10.25346/s6eecgix/dwjgun
title: info.json
DOI: 10.25346/s6eecgix/c0rrsn
title: index.html
DOI: 10.25346/s6eecgix/jwgdkr
title: msXV_108v.relight
DOI: 10.25346/s6eecgix/plfuke
title: msXV_108v_65_48.jpg
DOI: 10.25346/s6eecgix/z0wd70
title: msXV_108v_65_47.jpg
DOI: 10.25346/s6eecgix/rfgnms
title: msXV_108v_65_46.jpg
DOI: 10.25346/s6eecgix/sxjr9c
title: msXV_108v_65_45.jpg
DOI: 10.25346/s6eecgix/pvlcsz
title: msXV_108v_65_44.jpg
DOI: 10.25346/s6eecgix/fgr3bq
title: msXV_108v_65_43.jpg
DOI: 10.15468/dl.59qzqf
title: Occurrence Download

description: A dataset containing 675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Andira inermis"
 ]
}

 The dataset includes 675 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051011-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/g4aza5
title: msXV_108v_65_42.jpg
DOI: 10.25346/s6eecgix/vz6ydi
title: msXV_108v_65_41.jpg
DOI: 10.5281/zenodo.15613075
title: Survey Results on the Accreditation Process in Indonesia

description: This dataset is the result of my research on the accreditation of Social Welfare Institutions (Lembaga Kesejahteraan Sosial or LKS) in Indonesia (2025). It presents data collected from a national survey focusing on the accreditation process, including institutional details, types of services offered, accreditation grades, geographic distribution, and year of submission. The survey data was collected using a structured questionnaire distributed via Google Form. To ensure confidentiality, all personal and institutional identifiers have been anonymized and replaced with [ANONYMIZED]. This dataset supports analysis of accreditation trends, regional engagement, and quality assurance practices within the Indonesian social welfare system.
DOI: 10.5281/zenodo.15613076
title: Survey Results on the Accreditation Process in Indonesia

description: This dataset is the result of my research on the accreditation of Social Welfare Institutions (Lembaga Kesejahteraan Sosial or LKS) in Indonesia (2025). It presents data collected from a national survey focusing on the accreditation process, including institutional details, types of services offered, accreditation grades, geographic distribution, and year of submission. The survey data was collected using a structured questionnaire distributed via Google Form. To ensure confidentiality, all personal and institutional identifiers have been anonymized and replaced with [ANONYMIZED]. This dataset supports analysis of accreditation trends, regional engagement, and quality assurance practices within the Indonesian social welfare system.
DOI: 10.15468/dl.wscnhz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salmo salar Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026872-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15613769
title: Enhancing Demand Forecast Precision for Long Lead-Time Finished Goods Using Bayesian Deep Learning: Driving Competitive Advantage Through Data-Driven Inventory Decisions

description: The FWMAE (Floor-adjusted Weighted Mean Absolute Error) is a forecasting evaluation metric developed by Prinal Kapadia as part of his Doctoral research on demand forecasting for long lead-time finished goods using Bayesian Deep Learning. This metric introduces a novel weighting and stabilization method for evaluating forecast error in volatile, low-demand, or intermittent demand environments.
DOI: 10.5281/zenodo.15613770
title: Enhancing Demand Forecast Precision for Long Lead-Time Finished Goods Using Bayesian Deep Learning: Driving Competitive Advantage Through Data-Driven Inventory Decisions

description: The FWMAE (Floor-adjusted Weighted Mean Absolute Error) is a forecasting evaluation metric developed by Prinal Kapadia as part of his Doctoral research on demand forecasting for long lead-time finished goods using Bayesian Deep Learning. This metric introduces a novel weighting and stabilization method for evaluating forecast error in volatile, low-demand, or intermittent demand environments.
DOI: 10.15468/dl.e6ny6q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salmo salar Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026873-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12087089
title: World Weather Repository ( Daily Updating )
DOI: 10.5281/zenodo.15603930
title: Scanned and Scammed: Insecurity by ObsQRity? Measuring User Susceptibility and Awareness of QR Code-Based Attacks
DOI: 10.5281/zenodo.15603931
title: Scanned and Scammed: Insecurity by ObsQRity? Measuring User Susceptibility and Awareness of QR Code-Based Attacks