cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17011682
title: SCIFT v1.1 – Metodologi Dokumentasi Kabuyutan Adat Nabawadatala
title: Metodologi SCIFT (Standard Cultural Information Filing Template) untuk Dokumentasi Pemimpin dan Lembaga Adat Nabawadatala

description: Dokumen ini berisi metodologi dokumentasi menggunakan Standard Cultural Information Filing Template (SCIFT) versi 1.1 yang diterapkan pada Kabuyutan Adat Nabawadatala, Sumedang, Jawa Barat. SCIFT v1.1 merupakan kerangka metadata terstruktur yang dirancang untuk mendokumentasikan tokoh adat, lembaga adat, pengetahuan tradisional, dan praktik budaya secara interoperabel dengan standar global (schema.org, Wikidata, EDM, dan Dublin Core).

Metodologi ini menekankan integrasi antara pelestarian digital, arsip komunitas, serta keterhubungan dengan Sustainable Development Goals (SDGs). Kabuyutan Adat Nabawadatala diposisikan sebagai pusat transmisi ajaran Raksa Jasad, pendidikan adat, serta pelestarian warisan budaya Sunda.
DOI: 10.15468/dl.a8pqsw
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Androsace graminifolia",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 69 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004908-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxcmwv
title: Occurrence Download

description: A dataset containing 615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelonia mydas",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 615 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004910-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18751051
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Benedict Bangerter, http://www.wikidata.org/entity/Q58824561. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q58824561
DOI: 10.5281/zenodo.8035222
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Benedict Bangerter, http://www.wikidata.org/entity/Q58824561. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q58824561
DOI: 10.15468/dl.a5akkc
title: Occurrence Download

description: A dataset containing 15648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-78.80977 7.87697,-64.76177 7.87697,-64.76177 13.50197,-78.80977 13.50197,-78.80977 7.87697))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis juliflora"
 ]
}

 The dataset includes 15648 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004909-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18751058
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Simon Grove, https://orcid.org/0000-0002-4784-5030. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.4741409
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Simon Grove, https://orcid.org/0000-0002-4784-5030. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.15468/dl.cz4zbe
title: Occurrence Download

description: A dataset containing 648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anemonastrum canadense",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 648 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004913-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urx5v4
title: Occurrence Download

description: A dataset containing 10756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemilamprops",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10756 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004912-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8dc6t
title: Occurrence Download

description: A dataset containing 160452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Aves, Insecta)",
 "Geometry MULTIPOLYGON (((23.32229 42.74633, 23.32443 42.75542, 23.31234 42.75542, 23.3102 42.74633, 23.28602 42.74633, 23.28816 42.75542, 23.27607 42.75542, 23.27393 42.74633, 23.24975 42.74633, 23.24761 42.73724, 23.23552 42.73724, 23.23338 42.72815, 23.2213 42.72815, 23.21277 42.69181, 23.22486 42.69181, 23.21847 42.66455, 23.23055 42.66455, 23.2263 42.64638, 23.27461 42.64638, 23.27248 42.6373, 23.29663 42.6373, 23.2945 42.62822, 23.30658 42.62822, 23.30445 42.61914, 23.3286 42.61914, 23.32646 42.61005, 23.37476 42.61005, 23.37689 42.61914, 23.41312 42.61914, 23.42169 42.65547, 23.43377 42.65547, 23.43592 42.66455, 23.42384 42.66455, 23.42598 42.67364, 23.4139 42.67364, 23.42464 42.71907, 23.36421 42.71907, 23.36635 42.72815, 23.35427 42.72815, 23.35856 42.74633, 23.32229 42.74633)))"
 ]
}

 The dataset includes 160452 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004815-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brx5pz
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelyocarpus dianeurus",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 236 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004915-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mecae2
title: Occurrence Download

description: A dataset containing 5566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrotrichis intermedia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5566 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004914-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18751060
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by John Donald Lovis, http://www.wikidata.org/entity/Q18986767. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q18986767
DOI: 10.5281/zenodo.8053150
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by John Donald Lovis, http://www.wikidata.org/entity/Q18986767. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q18986767
DOI: 10.15468/dl.xnn5yj
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anemone cathayensis",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004916-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18676160
title: Gender-Biased Survivor Seasons Data (with Assessment and Analysis)

description: File set includes:



Data used for a university assessment without tables and charts (CSV)

Data used for a university assessment with tables and charts (Excel)

PowerPoint slides for data story

Word document with analysis of all 11 seasons covered within the assessment
DOI: 10.5281/zenodo.18676161
title: Gender-Biased Survivor Seasons Data (with Assessment and Analysis)

description: File set includes:



Data used for a university assessment without tables and charts (CSV)

Data used for a university assessment with tables and charts (Excel)

PowerPoint slides for data story

Word document with analysis of all 11 seasons covered within the assessment
DOI: 10.15468/dl.fed4k2
title: Occurrence Download

description: A dataset containing 14106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ircinia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14106 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004917-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqxy2z
title: Occurrence Download

description: A dataset containing 1916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Aves, Insecta)",
 "Geometry MULTIPOLYGON (((27.57985 -29.26757, 27.57842 -29.25906, 27.5567 -29.25906, 27.55813 -29.26757, 27.52556 -29.26757, 27.52698 -29.27609, 27.51612 -29.27609, 27.51755 -29.28461, 27.50669 -29.28461, 27.50812 -29.29313, 27.46468 -29.29313, 27.47038 -29.32722, 27.44865 -29.32722, 27.45008 -29.33574, 27.43922 -29.33574, 27.44349 -29.3613, 27.45436 -29.3613, 27.45579 -29.36983, 27.46665 -29.36983, 27.46808 -29.37835, 27.50068 -29.37835, 27.50211 -29.38687, 27.51298 -29.38687, 27.51441 -29.3954, 27.53614 -29.3954, 27.53471 -29.38687, 27.54557 -29.38687, 27.54414 -29.37835, 27.56587 -29.37835, 27.56157 -29.35278, 27.55071 -29.35278, 27.54927 -29.34426, 27.53841 -29.34426, 27.53555 -29.32722, 27.54641 -29.32722, 27.54355 -29.31018, 27.55441 -29.31018, 27.55298 -29.30165, 27.56384 -29.30165, 27.56099 -29.28461, 27.57185 -29.28461, 27.56899 -29.26757, 27.57985 -29.26757)))"
 ]
}

 The dataset includes 1916 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004918-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hje778
title: Occurrence Download

description: A dataset containing 8156 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 "TaxonKey is one of (Cnemidophorus [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 8156 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004919-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.b8de43at
title: Base de données : Enrichissement de la base Palissy Avec les Textes

description: Le projet EPAT consiste en l’ajout des transcriptions disponibles sur le site de la base Palissy (ht
tps://www.pop.culture.gouv.fr/) pour la période du Moyen Âge à la base Palissy déjà disponible
en Open Data (https://data.culture.gouv.fr/explore/dataset/liste-des-objets-mobiliers-propriete-
publique-classes-au-titre-des-monuments-/). Il réunit 1350 unités documentaires, datant du Ve
au XVe siècle.
description: Le projet EPAT consiste en l’ajout des transcriptions disponibles sur
le site de la base Palissy (https://www.pop.culture.gouv.fr/) pour la
période du Moyen Âge à la base Palissy déjà disponible en Open Data
(https://data.culture.gouv.fr/explore/dataset/liste-des-objets-mobiliers-
propriete-publique-classes-au-titre-des-monuments-/). Il réunit 1359 unités
documentaires, datant du Ve au XVe siècle.
description: Bibliographic citation: EPAT (Enrichissement de la base Palissy Avec les Textes) - Pierre Brochard, URL : http://epat.lamop.fr/ ; HANDLE https://hdl.handle.net/11280/38a4cc27
DOI: 10.15468/dl.xtfyjf
title: Occurrence Download

description: A dataset containing 19129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Aves, Insecta)",
 "Geometry MULTIPOLYGON (((28.59917 -20.11111, 28.59823 -20.10283, 28.58786 -20.10283, 28.58973 -20.1194, 28.57936 -20.1194, 28.5803 -20.12768, 28.55955 -20.12768, 28.55861 -20.1194, 28.54824 -20.1194, 28.5473 -20.11111, 28.52655 -20.11111, 28.52562 -20.10283, 28.4945 -20.10283, 28.49637 -20.1194, 28.486 -20.1194, 28.48693 -20.12768, 28.47656 -20.12768, 28.47749 -20.13597, 28.46712 -20.13597, 28.46805 -20.14425, 28.45768 -20.14425, 28.45954 -20.16082, 28.46992 -20.16082, 28.47086 -20.16911, 28.48123 -20.16911, 28.48404 -20.19397, 28.49442 -20.19397, 28.49818 -20.22711, 28.51893 -20.22711, 28.51799 -20.21883, 28.52837 -20.21883, 28.52743 -20.21054, 28.53781 -20.21054, 28.53687 -20.20225, 28.55762 -20.20225, 28.55856 -20.21054, 28.56894 -20.21054, 28.56988 -20.21883, 28.59064 -20.21883, 28.58969 -20.21054, 28.61045 -20.21054, 28.60951 -20.20225, 28.61988 -20.20225, 28.61894 -20.19397, 28.63969 -20.19397, 28.63404 -20.14425, 28.62367 -20.14425, 28.62273 -20.13597, 28.61236 -20.13597, 28.61048 -20.1194, 28.62085 -20.1194, 28.61991 -20.11111, 28.59917 -20.11111)))"
 ]
}

 The dataset includes 19129 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004920-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjtp9x
title: Occurrence Download

description: A dataset containing 8029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Aves, Insecta)",
 "Geometry MULTIPOLYGON (((29.28235 -1.658063, 29.28228 -1.649974, 29.26232 -1.649974, 29.26239 -1.658063, 29.25241 -1.658063, 29.25249 -1.666152, 29.24251 -1.666152, 29.24288 -1.706597, 29.25286 -1.706597, 29.25317 -1.738953, 29.27313 -1.738953, 29.27321 -1.747042, 29.28319 -1.747042, 29.28311 -1.738953, 29.29309 -1.738953, 29.29294 -1.722775, 29.30292 -1.722775, 29.30284 -1.714686, 29.31282 -1.714686, 29.31274 -1.706597, 29.36265 -1.706597, 29.36234 -1.674241, 29.35236 -1.674241, 29.35244 -1.68233, 29.34246 -1.68233, 29.34253 -1.690419, 29.30261 -1.690419, 29.30254 -1.68233, 29.29256 -1.68233, 29.29241 -1.666152, 29.30239 -1.666152, 29.30231 -1.658063, 29.28235 -1.658063)))"
 ]
}

 The dataset includes 8029 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004921-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10071562
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Stuart W. Frost, http://www.wikidata.org/entity/Q7627192. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q7627192
DOI: 10.5281/zenodo.18751059
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Stuart W. Frost, http://www.wikidata.org/entity/Q7627192. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q7627192
DOI: 10.15468/dl.3cs3uv
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chironius carinatus",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 350 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004922-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18750923
title: ArXiv astrobiology preprints (1996-2025): large-scale topic modeling analysis

description: ArXiv preprints dataset (n=52,409) retrieved using 18 NASA Astrobiology Roadmap-aligned keyword queries, collected from the ArXiv API and covering publications from 1996 to early 2025 (covering publications from July 26, 1996 to November 13, 2025). Initial retrieval produced 69,403 records; after deduplication and multi-category filtering, the final processed corpus contains 52,409 records. The release includes raw query outputs, processed metadata (title, abstract, authors, publication date, primary and secondary ArXiv categories, source query, NASA-goal mapping), topic-model outputs (BERTopic assignments, topic labels/keywords, outlier flags), validation artifacts (coherence scores, astrobiology-category validation tables), temporal trend outputs, hierarchical clustering outputs, and sensitivity-analysis results for min_cluster_size selection. This dataset supports full computational reproducibility of: "Nearly Three Decades of Astrobiology on ArXiv: A Large-Scale Topic Modeling" (Astrobiology, to appear).
DOI: 10.5281/zenodo.18750922
title: ArXiv astrobiology preprints (1996-2025): large-scale topic modeling analysis

description: ArXiv preprints dataset (n=52,409) retrieved using 18 NASA Astrobiology Roadmap-aligned keyword queries, collected from the ArXiv API and covering publications from 1996 to early 2025 (covering publications from July 26, 1996 to November 13, 2025). Initial retrieval produced 69,403 records; after deduplication and multi-category filtering, the final processed corpus contains 52,409 records. The release includes raw query outputs, processed metadata (title, abstract, authors, publication date, primary and secondary ArXiv categories, source query, NASA-goal mapping), topic-model outputs (BERTopic assignments, topic labels/keywords, outlier flags), validation artifacts (coherence scores, astrobiology-category validation tables), temporal trend outputs, hierarchical clustering outputs, and sensitivity-analysis results for min_cluster_size selection. This dataset supports full computational reproducibility of: "Nearly Three Decades of Astrobiology on ArXiv: A Large-Scale Topic Modeling" (Astrobiology, to appear).
DOI: 10.48577/jpl.gp5xuy
title: An Estimate of Effective Resolution for CYGNSS Surface Water Detection Revealed by Comparison with Multi-sensor Optical Data

description: The location of water on the Earth’s surface iscritical for a wide range of science and application uses. GlobalNavigation Satellite System reflectometry (GNSS-R) is a remotesensing technique with demonstrated potential for identifyingareas of the Earth’s surface that are inundated, given that GNSSR signals are sensitive to smooth surfaces, allowing for the detection of surface water. However, the signal is known to saturateeven at relatively low quantities of surface water within anobservational footprint, complicating the interpretation of GNSSR observations. To date, the minimal detectable size of a waterbody within the GNSS-R signal footprint has remained elusive.This manuscript examines this sensitivity of one GNSS-R mission,the Cyclone Global Navigation Satellite System (CYGNSS), byusing a high resolution surface water extent product as truth(Dynamic Surface Water Extent). This analysis reveals that forthe Tonle Sap Lake region in Cambodia, the lower limit of waterarea detectable by CYGNSS was 0.62 km2of water surfacearea within a 0.05 degree grid cell, or 2% surface water cover.This finding indicates that at least for this region, a probabilisticinterpretation of CYGNSS observations may be more appropriatethan a binary classification. Such an interpretation establishes afoundation for synergistic use of CYGNSS GNSS-R with othersurface water remote sensing technologies.
DOI: 10.48577/jpl.ovh7gw
title: Stabilization of Rydberg Dissipative Time Crystals Using a Scanning Fabry–Pérot Interferometer Transfer Lock

description: Stabilization of laser frequencies is critical for sensitive Rydberg measurements, including in applications such as dissipative time-crystal (DTC) dynamics, yet conventional approaches often require complex or costly hardware. We demonstrate a compact, low-cost stabilization method using a scanning Fabry–Pérot interferometer (SFPI) to transfer lock a 960nm coupler laser to an 852nm probe. The lock suppresses coupler multi-MHz free-running drift and improves the Allan deviation by up to an order of magnitude, reaching &lt;75kHz at 𝜏∼66s. Applied to DTC oscillations using a Rb 2-photon D2 transition, the second harmonic generated 480nm (from 960nm lock) reduces DTC frequency drift from &gt;20kHz to a few kHz and lowers instability by more than an order of magnitude with a minimum Allan deviation of 0.2kHz at 𝜏&lt;10s. These results establish SFPI-based transfer locking as a practical and accurate approach for scalable multi-laser Rydberg experiments requiring long-term stability in a compact and low-cost system.