cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.u6yutz
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((31.79443 39.8584,30.6958 39.11133,28.95996 38.07861,28.23486 37.41943,29.22363 36.43066,30.16846 35.79346,31.1792 36.58447,32.56348 37.11182,34.4751 37.06787,35.37598 36.8042,36.01318 36.23291,35.88135 35.39795,35.81543 34.56299,35.41992 33.96973,35.39795 33.31055,35.52979 32.65137,36.0791 32.60742,36.3208 33.31055,36.87012 34.12354,37.00195 35.09033,37.13379 36.47461,37.5293 38.25439,35.33203 39.70459,34.40918 40.16602,33.59619 40.51758,32.23389 40.38574,31.79443 39.8584))",
 "OccurrenceStatus is Present",
 "TaxonKey is Cedrus Trew",
 "Year 2000-2021"
 ]
}

 The dataset includes 89 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0332578-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z3q7g
title: Occurrence Download

description: A dataset containing 1004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida, Liliopsida, Gnetopsida, Cycadopsida, Cycadopsis Debey, 1848, Pinopsida, Ginkgoopsida)",
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Geometry MULTIPOLYGON (((56.44597 52.32979, 55.06988 52.04077, 54.78519 51.73686, 55.0035 51.57801, 56.14934 51.73942, 56.44597 52.32979)))"
 ]
}

 The dataset includes 1004 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176914-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnq5v7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atropoides mexicanus (Duméril, Bibron & Duméril, 1854))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057175-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbu62b
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendronephthya australis Kükenthal, 1905"
 ]
}

 The dataset includes 60 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0332582-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktjbhm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachycephalus ferruginus Alves, Ribeiro, Haddad & Reis, 2006)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057171-230224095556074/datasets/export for details.
DOI: 10.15468/dl.hwyug2
title: Occurrence Download

description: A dataset containing 5514 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MCP-Aves - Coleção de Aves"
 ]
}

 The dataset includes 5514 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266725-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcwj7y
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Indonesia",
 "Country is Philippines"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aquilaria filaria (Oken) Merr."
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0332601-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywve69
title: Occurrence Download

description: A dataset containing 2137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mixophyes fleayi Corben & Ingram, 1987)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2137 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057210-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htw8d7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Theloderma nagalandense Orlov, Dutta, Ghate & Kent, 2006, Theloderma nagalandensis Orlov, Dutta, Ghate & Kent, 2006)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057237-230224095556074/datasets/export for details.
DOI: 10.15468/dl.qnxs8c
title: Occurrence Download

description: A dataset containing 2337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Catathelasma imperiale (P.Karst.) Singer, Clavaria falcata Pers.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 2337 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166572-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvdxse
title: Occurrence Download

description: A dataset containing 2562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida, Liliopsida, Gnetopsida, Cycadopsida, Cycadopsis Debey, 1848, Pinopsida, Ginkgoopsida)",
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Geometry MULTIPOLYGON (((-48.50266 -13.292, -48.624 -13.74095, -48.626 -14.15995, -48.17324 -14.08417, -48.1879 -12.93185, -48.44869 -12.48857, -48.72 -13.269, -48.50266 -13.292)))"
 ]
}

 The dataset includes 2562 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176928-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tb4mvw
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Colostethus ruthveni Kaplan, 1997)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 65 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057265-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjazbd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iljinskaea planisiliqua (Fisch. & C.A.Mey.) Al-Shehbaz, Özüdoğru & D.A.German"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063000-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcf544
title: Occurrence Download

description: A dataset containing 20322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maianthemum stellatum (L.) Link",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Human Observation, Specimen, Unknown evidence)"
 ]
}

 The dataset includes 20322 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057170-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkrtqj
title: Occurrence Download

description: A dataset containing 8501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-89.54949 -4.24668,-47.34022 -4.24668,-47.34022 13.81394,-89.54949 13.81394,-89.54949 -4.24668))",
 "HasGeospatialIssue is false",
 "TaxonKey is Anolis auratus Daudin, 1802"
 ]
}

 The dataset includes 8501 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069361-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds66x8
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida, Liliopsida, Gnetopsida, Cycadopsida, Cycadopsis Debey, 1848, Pinopsida, Ginkgoopsida)",
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Geometry MULTIPOLYGON (((31.5712 -8.817, 31.37252 -8.639759, 31.325 -8.63, 31.3092 -8.635392, 31.29789 -8.63822, 31.28721 -8.640161, 31.27919 -8.643, 31.163 -8.653, 31.12249 -8.676, 31.08624 -8.683, 31.036 -8.683, 30.90419 -8.696753, 30.73053 -9.17158, 30.81995 -9.277788, 31.34197 -9.115947, 31.441 -8.937926, 31.85 -8.746, 31.5712 -8.817)))"
 ]
}

 The dataset includes 130 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176924-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj84hq
title: Occurrence Download

description: A dataset containing 483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cerrophidion godmani (Günther, 1863))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 483 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057196-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pqwfp
title: Occurrence Download

description: A dataset containing 658 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrocephalus catostoma (Günther, 1866)"
 ]
}

 The dataset includes 658 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326681-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpbc9n
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Paleosuchus palpebrosus (Cuvier, 1807)"
 ]
}

 The dataset includes 41 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0399058-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kqvn6
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arthropogon villosus Nees"
 ]
}

 The dataset includes 434 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057207-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhsbjc
title: Occurrence Download

description: A dataset containing 9365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Russula azurea Bres., Russula betularum Hora, Russula brunneoviolacea Crawshay, Russula carpini R.Girard & Heinem.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 9365 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326677-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15253940
title: UV, optical and IR spectra for the WISCI sightlines of GSC 08152-02121 and CPD-59 5831

description: UV, optical and IR spectra for the WISCI sightlines of two stars 



HSTSTIS.zip contains the reduced and calibrated UV - optical HST STIS spectra of the stars GSC 08152-02121 and CPD-59 58319. 

vltxshooter.zip contains the reduced and calibrated optical VLT XSHOOTER spectra.

JWST_NIRCam.zip contains the reduced and calibrated NIRCam grism TSO spectra of the stars GSC 08152-02121 and CPD-59 58319. 

JWST_MIRI.zip contains the reduced and calibrated MIRI MRS spectra of the stars GSC 08152-02121 and CPD-59 58319

JWST_MIRI_NIRCam.zip contains the reduced, calibrated and merged MIRI MRS and NIRCam data of the stars GSC 08152-02121 and CPD-59 58319. 


See our paper Zeegers et al. 2025 (ApJ, accepted,  https://doi.org/10.3847/1538-4357/add73b) for a detailed discussion of our method and results.

See the associated WISCI GitHub repository  for the code that was developed to analyze these spectra.
DOI: 10.5281/zenodo.15253941
title: UV, optical and IR spectra for the WISCI sightlines of GSC 08152-02121 and CPD-59 5831

description: UV, optical and IR spectra for the WISCI sightlines of two stars 



HSTSTIS.zip contains the reduced and calibrated UV - optical HST STIS spectra of the stars GSC 08152-02121 and CPD-59 58319. 

vltxshooter.zip contains the reduced and calibrated optical VLT XSHOOTER spectra.

JWST_NIRCam.zip contains the reduced and calibrated NIRCam grism TSO spectra of the stars GSC 08152-02121 and CPD-59 58319. 

JWST_MIRI.zip contains the reduced and calibrated MIRI MRS spectra of the stars GSC 08152-02121 and CPD-59 58319

JWST_MIRI_NIRCam.zip contains the reduced, calibrated and merged MIRI MRS and NIRCam data of the stars GSC 08152-02121 and CPD-59 58319. 


See our paper Zeegers et al. 2025 (ApJ, accepted,  https://doi.org/10.3847/1538-4357/add73b) for a detailed discussion of our method and results.

See the associated WISCI GitHub repository  for the code that was developed to analyze these spectra.
DOI: 10.5281/zenodo.15671320
title: YouTube Comment Dataset on Indonesia's Free Nutritious Meal Program

description: This dataset contains user comments collected from 40 YouTube videos discussing Indonesia’s Free Nutritious Meal Program ("Program Makan Bergizi Gratis"). The data was crawled on June 7, 2025, and is intended to support sentiment analysis research related to public response toward this government initiative.
DOI: 10.5281/zenodo.15680294
title: Fusionierte Punktwolken der Schleuse Koblenz und der Bahnbrücke Koblenz-Lützel

description: Die zur Verfügung gestellten Punktwolken wurden als Datengrundlage im BMDV-Expertennetzwerk (Arbeitspaket 10 „Multitemporale Zustandserfassung, Modellentwicklung und Veränderungsanalyse von Verkehrsinfrastrukturbauwerken“ im Themenfeld 3) aufgenommen. Zur Messung wurden unterschiedliche Sensoren verwendet, u.a. ein terrestrischer Laserscanner, ein UAV, ein mobiler Laserscanner sowie ein Fächerecholot. Die Punktwolken der Sensoren wurden miteinander fusioniert, sodass man pro Messepoche eine Punktwolke erhält. Die Schleuse Koblenz wurde in insgesamt sechs Epochen gemessen. Die erste Messkampagne fand während der Schleusensperre im Juni 2023 statt, die Schleuse war zu diesem Zeitpunkt trockengelegt. Die weiteren Messungen erfolgten im Abstand von je 3 Monaten seit September 2023 jeweils während der turnusmäßigen Wartungssperren der WSV. An der Bahnbrücke wurden insgesamt vier Messepochen durchgeführt. Die ersten beiden Messkampagnen erfolgten im September und Dezember 2023 (vgl. Abschnitt 4.3), die dritte im Juli 2024, die letzte Epoche erfolgte im Oktober 2024. Alle Punktwolken liegen in einem bauwerksspezifischen, lokalen Koordinatensystem.
DOI: 10.5281/zenodo.15682984
title: Fusionierte Punktwolken der Schleuse Koblenz und der Bahnbrücke Koblenz-Lützel

description: Die zur Verfügung gestellten Punktwolken wurden als Datengrundlage im BMDV-Expertennetzwerk (Arbeitspaket 10 „Multitemporale Zustandserfassung, Modellentwicklung und Veränderungsanalyse von Verkehrsinfrastrukturbauwerken“ im Themenfeld 3) aufgenommen. Zur Messung wurden unterschiedliche Sensoren verwendet, u.a. ein terrestrischer Laserscanner, ein UAV, ein mobiler Laserscanner sowie ein Fächerecholot. Die Punktwolken der Sensoren wurden miteinander fusioniert, sodass man pro Messepoche eine Punktwolke erhält. Die Schleuse Koblenz wurde in insgesamt sechs Epochen gemessen. Die erste Messkampagne fand während der Schleusensperre im Juni 2023 statt, die Schleuse war zu diesem Zeitpunkt trockengelegt. Die weiteren Messungen erfolgten im Abstand von je 3 Monaten seit September 2023 jeweils während der turnusmäßigen Wartungssperren der WSV. An der Bahnbrücke wurden insgesamt vier Messepochen durchgeführt. Die ersten beiden Messkampagnen erfolgten im September und Dezember 2023 (vgl. Abschnitt 4.3), die dritte im Juli 2024, die letzte Epoche erfolgte im Oktober 2024. Alle Punktwolken liegen in einem bauwerksspezifischen, lokalen Koordinatensystem.
DOI: 10.5281/zenodo.15671319
title: YouTube Comment Dataset on Indonesia's Free Nutritious Meal Program

description: This dataset contains user comments collected from 40 YouTube videos discussing Indonesia’s Free Nutritious Meal Program ("Program Makan Bergizi Gratis"). The data was crawled on June 7, 2025, and is intended to support sentiment analysis research related to public response toward this government initiative.
DOI: 10.5281/zenodo.15682957
title: Appendices A–D: Supporting Data and Analysis for Sustainability Assessment of Paguyaman Watershed using the RASWAT Framework

description: This dataset contains the complete supplementary materials supporting the manuscript titled “Sustainability Diagnosis and Intervention Pathways Using RASWAT (Rapid Assessment for Sustainability in Watershed) Framework in Paguyaman, Indonesia.”

The files include:





Appendix A: Detailed indicator scores, justifications, and references used in the sustainability assessment across environmental, social, economic, and institutional aspects.




Appendix B: Scenario-based intervention matrices structured for phased, moderate, and optimal improvements.




Appendix C: Leverage factor sensitivity analysis results for each sustainability dimension using MSA software.




Appendix D: Model robustness testing results using 5x20 random iterations.



All materials were developed as part of the RASWAT framework application and provide full transparency for reproducibility, review, and potential reuse in future watershed sustainability research.

Please cite this Zenodo entry when referencing any of the appendices.
DOI: 10.5281/zenodo.15682958
title: Appendices A–D: Supporting Data and Analysis for Sustainability Assessment of Paguyaman Watershed using the RASWAT Framework

description: This dataset contains the complete supplementary materials supporting the manuscript titled “Sustainability Diagnosis and Intervention Pathways Using RASWAT (Rapid Assessment for Sustainability in Watershed) Framework in Paguyaman, Indonesia.”

The files include:





Appendix A: Detailed indicator scores, justifications, and references used in the sustainability assessment across environmental, social, economic, and institutional aspects.




Appendix B: Scenario-based intervention matrices structured for phased, moderate, and optimal improvements.




Appendix C: Leverage factor sensitivity analysis results for each sustainability dimension using MSA software.




Appendix D: Model robustness testing results using 5x20 random iterations.



All materials were developed as part of the RASWAT framework application and provide full transparency for reproducibility, review, and potential reuse in future watershed sustainability research.

Please cite this Zenodo entry when referencing any of the appendices.