cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17918936
title: Nepali ARPABET Phonetic Dictionary

description: This repository contains a comprehensive ARPABET-based phonetic dictionary for the Nepali language, designed to support text-to-speech (TTS) systems in low-resource settings. ARPABET, adapted from English phonetics, provides ASCII-compatible representations for Nepali's Devanagari script, including nuances like aspiration, nasalization, and stress. This resource was developed as part of an undergraduate project at Tribhuvan University's Pashchimanchal Campus, focusing on neural TTS architectures like Tacotron2 and HiFi-GAN.

Files

- 3000Merged.txt: A merged dictionary with over 3,000 entries, combining automated generation and manual refinements for broad coverage of common Nepali words and phoneme mappings.- Manually Curated.txt: Hand-curated entries emphasizing accuracy for high-frequency terms, dialectal variations, and irregular pronunciations.- Rule Based.txt: Rule-based mappings for grapheme-to-phoneme conversion, handling Devanagari-specific rules like conjunct consonants and vowel diacritics.

Usage

These files follow the CMUdict format: `WORD  PHONEME1 PHONEME2 ... PHONEMEn`. Integrate them into G2P pipelines or TTS models for phonetic transcription. Example:

नेपाली  N EH0 P AA1 L IY0

 

Credits

Created by Aayush Adhikari, Shishir Rijal, Roshan Tiwari, and Sudip Acharya, under the supervision of Nabin Lamichhane (Department of Electronics and Computer Engineering, Pashchimanchal Campus, Pokhara, Nepal).

For contributions or issues, please open a pull request or contact the authors.
DOI: 10.15468/dl.ktjhdc
title: Occurrence Download

description: A dataset containing 162838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rattus rattus, Rattus tanezumi, Rattus tiomanicus, Ratufa affinis, Ratufa bicolor, Ratufa indica, Ratufa macroura, Rhinolophus acuminatus, Rhinolophus affinis, Rhinolophus beddomei, Rhinolophus borneensis, Rhinolophus chiewkweeae, Rhinolophus coelophyllus, Rhinolophus convexus, Rhinolophus ferrumequinum, Rhinolophus huananus, Rhinolophus lepidus, Rhinolophus luctus, Rhinolophus macrotis, Rhinolophus malayanus, Rhinolophus marshalli, Rhinolophus microglobosus, Rhinolophus osgoodi, Rhinolophus paradoxolophus, Rhinolophus pearsonii, Rhinolophus pusillus, Rhinolophus rex, Rhinolophus robinsoni, Rhinolophus rouxii, Rhinolophus schnitzleri)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 162838 records from 1754 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051037-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv4rfd
title: Occurrence Download

description: A dataset containing 1991477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 396d5f30-dea9-11db-8ab4-b8a03c50a862",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1991477 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026115-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rerumv
title: Occurrence Download

description: A dataset containing 851 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vincentia conspersa (Klunzinger, 1872)"
 ]
}

 The dataset includes 851 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046868-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wa23j8
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Takydromus hsuehshanensis Lin & Cheng, 1981",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020551-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckcsjq
title: Occurrence Download

description: A dataset containing 11662 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Intertidal Biodiversity along the Portuguese coast (2001-2002)"
 ]
}

 The dataset includes 11662 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087960-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnjkuv
title: Occurrence Download

description: A dataset containing 94901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris)",
 "TaxonKey is Euphorbiaceae"
 ]
}

 The dataset includes 94901 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013923-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwpvin
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Takydromus septentrionalis Günther, 1864",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 133 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020552-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qjg5r
title: Occurrence Download

description: A dataset containing 1029 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Myiophobus flavicans (P.L.Sclater, 1861)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1029 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001008-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5cysg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alburnoides petrubanarescui Bogutskaya & Coad, 2009"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118818-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnprgo
title: Occurrence Download

description: A dataset listing the 14449 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazona aestiva (Linnaeus, 1758)"
 ]
}

 The dataset's 14449 records were derived from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009997-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.98432
title: KELLIA_di_1987_00746

description: Référence : di_1987_00746<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Cour (QR_195); QR_195<br />Type : photographie<br />
DOI: 10.15468/dl.kzcrbf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum luteopurpureum J.J.Sm."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103677-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkqqbq
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mollusques continentaux de France-Inventaire de la faune malacologique de la Réserve naturelle des gorges de l'Ardèche (2002)"
 ]
}

 The dataset includes 276 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013764-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.98431
title: KELLIA_di_1987_00745

description: Référence : di_1987_00745<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Cour (QR_195); QR_195<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.98430
title: KELLIA_di_1987_00744

description: Référence : di_1987_00744<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Appartement sud-ouest (QR_195); QR_195<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.98429
title: KELLIA_di_1987_00743

description: Référence : di_1987_00743<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Appartement sud-ouest (QR_195); QR_195<br />Type : photographie<br />
DOI: 10.15468/dl.axqu8w
title: Occurrence Download

description: A dataset containing 1300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Typhlopidae"
 ]
}

 The dataset includes 1300 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0364332-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugpzjt
title: Occurrence Download

description: A dataset containing 334684 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Ilex Tourn. ex L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 334684 records from 866 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042345-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.98428
title: KELLIA_di_1987_00742

description: Référence : di_1987_00742<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Appartement sud-ouest (QR_195); QR_195<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.98427
title: KELLIA_di_1987_00741

description: Référence : di_1987_00741<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Appartement sud-ouest (QR_195); QR_195<br />Type : photographie<br />
DOI: 10.15468/dl.6vh39f
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrochilus raraensis Fukuy."
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014341-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oiiedp
title: Occurrence Download

description: A dataset containing 2218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Casuarina cristata Miq.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2218 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042356-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.98426
title: KELLIA_di_1987_00740

description: Référence : di_1987_00740<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Appartement sud-ouest (QR_195); QR_195<br />Type : photographie<br />
DOI: 10.15468/dl.25jneg
title: Occurrence Download

description: A dataset listing the 2083 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is LISU Herbario Angola"
 ]
}

 The dataset's 2083 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003043-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeujay
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum luteum J.J.Verm."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103678-230224095556074/datasets/export for details.
DOI: 10.34816/ifao.archives.98425
title: KELLIA_di_1987_00739

description: Référence : di_1987_00739<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Cour (QR_195); QR_195<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.98424
title: KELLIA_di_1987_00738

description: Référence : di_1987_00738<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : Cour (QR_195); QR_195<br />Type : photographie<br />
DOI: 10.15468/dl.fnq9wi
title: Occurrence Download

description: A dataset containing 964 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 },
 "Continent is Europe",
 "HasCoordinate is true",
 "TaxonKey is Chrysotoxum arcuatum (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 964 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000064-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2byea7
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Otocolobus manul (Pallas, 1776)",
 "Year 1990-2022"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0424026-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzucyh
title: Occurrence Download

description: A dataset containing 110992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Galanthus nivalis L."
 ]
}

 The dataset includes 110992 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014403-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ld5aw
title: Occurrence Download

description: A dataset listing the 1809 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "Year 1900-1938",
 "DatasetKey is LACM Vertebrate Collection",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1809 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000059-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9v47c3
title: Occurrence Download

description: A dataset containing 6782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex hartmanii Cajander, Carex glareosa Schkuhr ex Wahlenb.)",
 "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 6782 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235114-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvb25h
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thymus aznavourii Velen."
 ]
}

 The dataset includes 26 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014426-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4h3uy6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-146.55295 20.06497,-79.44705 20.06497,-79.44705 46.93503,-146.55295 46.93503,-146.55295 20.06497))",
 "HasCoordinate is true",
 "TaxonKey is Acanthochitona avicula (P.P.Carpenter, 1864)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000928-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qa8sp
title: Occurrence Download

description: A dataset containing 83251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psarocolius angustifrons (Spix, 1824)"
 ]
}

 The dataset includes 83251 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289343-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6qjps
title: Occurrence Download

description: A dataset containing 8790 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sporobolus cryptandrus (Torr.) A.Gray"
 ]
}

 The dataset includes 8790 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014427-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ascr89
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Aplysina aerophoba (Nardo, 1833)"
 ]
}

 The dataset includes 212 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002276-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxbzkv
title: Occurrence Download

description: A dataset containing 854 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stegastes fuscus (Cuvier, 1830)"
 ]
}

 The dataset includes 854 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041019-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5xc2g
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Pleopeltis minarum (Weath.) Salino",
 "TaxonKey is Polypodium minarum Weath."
 ]
 }
 ]
}

 The dataset includes 158 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256777-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buube2
title: Occurrence Download

description: A dataset listing the 488625 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "BasisOfRecord is one of (Human Observation, Specimen)"
 ]
}

 The dataset's 488625 records were derived from 3416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002275-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.6zabgn
title: In-situ mapping of monocrystalline regions on Mars

description: Elemental quantification instruments for planetary missions provide a capability for in-situ identification of mineral phases via stoichiometry, an essential step in petrological investigations. X-ray fluorescence (XRF) has been employed for this purpose by multiple generations of Mars rovers (i.e., Pathfinder, Spirit and Opportunity, Curiosity and Perseverance). The Planetary Instrument for X-ray Lithochemistry (PIXL) aboard Perseverance rasters a micro-focused X-ray beam to generate micron-mm-sized maps illustrating variations in elemental composition and allowing mission scientists to identify rock components (i.e., sedimentary grains, veins and igneous crystals). Energy-dispersive X-ray diffraction can also be detected with PIXL and can be used as an additional constraint on component boundaries, providing PIXL with the capability to map monocrystalline regions in-situ. Here we introduce and apply a new method where each diffraction peak is partitioned independently according to its energy, using the instrument geometry to inform consistent partitioning. Applying this method to datasets acquired from the Dourbes abrasion patch in the Séítah formation of Jezero crater, Mars, reveals monocrystalline regions that were hidden using previous methods. This application of the technique allows faster and more accurate visualization of petrographic textures in future PIXL datasets, in particular those with rock components that are not easily separable using stoichiometry alone.