cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17874658
title: MMCDWaste: An multi-label mixed construction and demolition waste dataset

description: Dataset Description:This paper introduces the first multi-label mixed construction and demolition waste dataset specifically designed for complex real-world recycling scenarios, named MM-CDWaste (Multi-label Mixed Construction and Demolition Waste). The dataset comprises 4,786 high-resolution images, covering nine representative categories of commonly encountered CDW materials: tile, metal, foam, timber, glass, plastic, rubber, brick, and concrete, as depicted in Figure X(a).

Unlike existing CDW datasets that primarily focus on single-material cases, MM-CDWaste is uniquely constructed to reflect the heterogeneous mixture and coexistence of multiple waste types in actual demolition environments. Each image contains multiple categories simultaneously, with varying degrees of aggregation and mixing, from mildly scattered distributions to severely blended accumulations, as illustrated in Figure X(b). This design better captures the intrinsic multi-label properties of CDW and the challenges faced in automated sorting systems.

Compared with publicly available datasets in related research, MM-CDWaste offers greater category diversity, more realistic material combinations, and a richer representation of cluttered environments, which provides a valuable benchmark for advancing multi-label recognition and intelligent recycling technologies in CDW processing.

Due to publication confidentiality requirements, the dataset is temporarily restricted, and only a partial subset is released in this study. The complete dataset will be made publicly available after the acceptance of this article.

Usage Policy:Researchers interested in using MM-CDWaste for academic purposes are encouraged to contact us in advance. Proper citation of this dataset is mandatory, and cooperative authorship may be considered depending on the level of contribution and collaboration.
DOI: 10.5281/zenodo.17874659
title: MMCDWaste: An multi-label mixed construction and demolition waste dataset

description: Dataset Description:This paper introduces the first multi-label mixed construction and demolition waste dataset specifically designed for complex real-world recycling scenarios, named MM-CDWaste (Multi-label Mixed Construction and Demolition Waste). The dataset comprises 4,786 high-resolution images, covering nine representative categories of commonly encountered CDW materials: tile, metal, foam, timber, glass, plastic, rubber, brick, and concrete, as depicted in Figure X(a).

Unlike existing CDW datasets that primarily focus on single-material cases, MM-CDWaste is uniquely constructed to reflect the heterogeneous mixture and coexistence of multiple waste types in actual demolition environments. Each image contains multiple categories simultaneously, with varying degrees of aggregation and mixing, from mildly scattered distributions to severely blended accumulations, as illustrated in Figure X(b). This design better captures the intrinsic multi-label properties of CDW and the challenges faced in automated sorting systems.

Compared with publicly available datasets in related research, MM-CDWaste offers greater category diversity, more realistic material combinations, and a richer representation of cluttered environments, which provides a valuable benchmark for advancing multi-label recognition and intelligent recycling technologies in CDW processing.

Due to publication confidentiality requirements, the dataset is temporarily restricted, and only a partial subset is released in this study. The complete dataset will be made publicly available after the acceptance of this article.

Usage Policy:Researchers interested in using MM-CDWaste for academic purposes are encouraged to contact us in advance. Proper citation of this dataset is mandatory, and cooperative authorship may be considered depending on the level of contribution and collaboration.
DOI: 10.15468/dl.m4f3h3
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lumbriclymenella robusta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 72 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043383-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk2khj
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-5.707737 38.242004, -5.709984 38.287756, -5.769842 38.287756, -5.767571 38.242004, -5.707737 38.242004))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 221 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043384-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43njpe
title: Occurrence Download

description: A dataset containing 2937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sterculia setigera",
 "Continent is Africa"
 ]
}

 The dataset includes 2937 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043386-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nxjrp
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((116.65918 27.44569,123.26068 27.44569,123.26068 33.25175,116.65918 33.25175,116.65918 27.44569))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Buxaceae"
 ]
}

 The dataset includes 319 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043385-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.16860.24964
title: RRR-P006 – GHESAH: PERSIAN CURVE BIRTHPLACE آغاز پژوهش و افتادن روی غلطک دانش گام اول – ساخت توابع پدیده؛ تبدیل عدد به معادله SAA COMPLIANCE FUNCTIONS
DOI: 10.15468/dl.8q7r5p
title: Occurrence Download

description: A dataset containing 5955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Catostomus latipinnis Baird & Girard, 1853"
 ]
}

 The dataset includes 5955 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111521-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyciof
title: Occurrence Download

description: A dataset containing 600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Citrus medica L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 600 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011840-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6b2hb
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia atroclavia D.L.Jones & M.A.Clem."
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111517-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbjcdw
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thermoleophilia",
 "HasCoordinate is true",
 "Country is one of (Portugal)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232098-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3qsdh
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gekko lionotum (Annandale, 1905)"
 ]
}

 The dataset includes 162 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285272-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gydme7
title: Occurrence Download

description: A dataset containing 7465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Morone saxatilis (Walbaum, 1792)"
 ]
}

 The dataset includes 7465 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111528-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oocihz
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Réseau Loup - Lynx ONCFS - Lynx 1992 présence Occasionnelle Mailles 10km Réseau Loup-Lynx ONCFS"
 ]
}

 The dataset includes 57 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025397-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mg8ks
title: Occurrence Download

description: A dataset containing 1258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizachyrium condensatum (Kunth) Nees",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1258 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044140-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dsj9f
title: Occurrence Download

description: A dataset containing 7040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemorrhois hippocrepis (Linnaeus, 1758)"
 ]
}

 The dataset includes 7040 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285260-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsemhh
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philaethria dido dido"
 ]
}

 The dataset includes 38 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049419-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vhgun
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Histura Razowski, 1981"
 ]
}

 The dataset includes 132 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285283-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.av953x
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia audasii R.S.Rogers"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111524-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btvdfo
title: Occurrence Download

description: A dataset containing 2266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinophylla pumilio Peters, 1865"
 ]
}

 The dataset includes 2266 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001225-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecrtpp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chitinophagia",
 "HasCoordinate is true",
 "Country is one of (Portugal)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232115-210914110416597/datasets/export for details.
DOI: 10.15468/dl.7f45n4
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia barbarossa Rchb.f."
 ]
}

 The dataset includes 335 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111537-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxxhfn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abagrotis alternata Grote, 1864",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0385478-210914110416597/datasets/export for details.
DOI: 10.15468/dl.3f2oin
title: Occurrence Download

description: A dataset containing 3299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abrus precatorius L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 3299 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001225-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tdxt2
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sapajus robustus (Kuhl, 1820)"
 ]
}

 The dataset includes 91 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285263-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26kn6k
title: Occurrence Download

description: A dataset containing 21428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Notemigonus crysoleucas (Mitchill, 1814)"
 ]
}

 The dataset includes 21428 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111523-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cq2fyd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Paraphimophis Zaher, Grazziotin, Murphy, Scrocchi, Altamirano Benavides, Zhang & Bonatto, 2012",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001225-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rstas
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ninia maculata (Peters, 1861)"
 ]
}

 The dataset includes 496 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285293-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jptq2s
title: Occurrence Download

description: A dataset containing 17443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Phalacrocorax urile (Gmelin, 1789)"
 ]
}

 The dataset includes 17443 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111526-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waxr15
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-67.30774 18.74615,-67.28137 17.66915,-64.18762 17.50158,-64.07336 17.85329,-64.75012 18.00381,-64.79407 18.78776,-67.30774 18.74615))",
 "HasCoordinate is true",
 "TaxonKey is Malpighia fucata Ker.Gawl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001225-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wm9df
title: Occurrence Download

description: A dataset containing 2034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asteromassaria macrospora (Desm.) Höhn., Asterophora lycoperdoides (Bull.) Ditmar)",
 "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 2034 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232094-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skhs4s
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia bicalliata R.S.Rogers"
 ]
}

 The dataset includes 219 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111544-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nogewn
title: Occurrence Download

description: A dataset containing 1429 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbier du Muséum Henri-Lecoq de Clermont-Ferrand - Rosacées"
 ]
}

 The dataset includes 1429 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011838-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k4uk3
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olea africana Mill."
 ]
}

 The dataset includes 179 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285239-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8n4ef
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia brownii Hopper"
 ]
}

 The dataset includes 288 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111553-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxttft
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.04776 11.42221,134.95224 11.42221,134.95224 22.57779,107.04776 22.57779,107.04776 11.42221))",
 "HasCoordinate is true",
 "TaxonKey is Brachymeles wrighti Taylor, 1925",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011858-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68hw5e
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachiaria ramosa Linnaeus, 1767"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285247-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frkk7v
title: Occurrence Download

description: A dataset containing 23346 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biological Collection of the National Taiwan Museum, Taipei, Taiwan"
 ]
}

 The dataset includes 23346 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112130-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.