cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4mm7dd
title: Occurrence Download

description: A dataset containing 110069 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colibri coruscans (Gould, 1846)"
 ]
}

 The dataset includes 110069 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261434-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2v3vr
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megabalanus coccopoma (Darwin, 1854)"
 ]
}

 The dataset includes 320 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243970-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r43yn
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentiana olivieri Griseb."
 ]
}

 The dataset includes 448 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225678-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112038961
title: Cuneiform Tablet 1913.14.1694, Spurlock 1913.14.1694

description: [Text Description:] List of animals given to Nabu-suma-ibni ❧ [Text or Publication Number Note:] Spurlock 1913.14.1694; CDLI P421545 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/3.5) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 2.8 x 2.2 x 1.4 cm (9 g)
DOI: 10.15468/dl.f8754b
title: Occurrence Download

description: A dataset containing 12230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81 46,-78.5 46,-78.5 47,-81 47,-81 46))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 12230 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068485-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112039009
title: Cuneiform Tablet 1913.14.1694, Spurlock 1913.14.1694

description: [Text Description:] List of animals given to Nabu-suma-ibni ❧ [Text or Publication Number Note:] Spurlock 1913.14.1694; CDLI P421545 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/3.5) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 2.8 x 2.2 x 1.4 cm (9 g)
DOI: 10.15468/dl.f9ms4s
title: Occurrence Download

description: A dataset containing 3759 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eudyptes schlegeli Finsch, 1876"
 ]
}

 The dataset includes 3759 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261482-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vv59cd
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lysimachia glanduliflora Hanelt"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246317-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygz4wh
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coreopsis hamiltonii (Elmer) H.Sharsm."
 ]
}

 The dataset includes 76 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015400-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112038906
title: Cuneiform Tablet 1913.14.1694, Spurlock 1913.14.1694

description: [Text Description:] List of animals given to Nabu-suma-ibni ❧ [Text or Publication Number Note:] Spurlock 1913.14.1694; CDLI P421545 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/3.5) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 2.8 x 2.2 x 1.4 cm (9 g)
DOI: 10.15468/dl.bhujp6
title: Occurrence Download

description: A dataset containing 14351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tardigrada",
 "Year 2004-2021"
 ]
}

 The dataset includes 14351 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068487-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112038922
title: Cuneiform Tablet 1913.14.1694, Spurlock 1913.14.1694

description: [Text Description:] List of animals given to Nabu-suma-ibni ❧ [Text or Publication Number Note:] Spurlock 1913.14.1694; CDLI P421545 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/3.5) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 2.8 x 2.2 x 1.4 cm (9 g)
DOI: 10.15468/dl.f6qbb7
title: Occurrence Download

description: A dataset containing 805 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia caput-medusae L."
 ]
}

 The dataset includes 805 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113127-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyfjpj
title: Occurrence Download

description: A dataset containing 136783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 136783 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216255-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frtjjm
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coreopsis fasciculata Wedd."
 ]
}

 The dataset includes 156 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015404-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112038970
title: Cuneiform Tablet 1913.14.1694, Spurlock 1913.14.1694

description: [Text Description:] List of animals given to Nabu-suma-ibni ❧ [Text or Publication Number Note:] Spurlock 1913.14.1694; CDLI P421545 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/3.5) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 2.8 x 2.2 x 1.4 cm (9 g)
DOI: 10.15468/dl.efvpbp
title: Occurrence Download

description: A dataset containing 149016 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penstemon Schmidel"
 ]
}

 The dataset includes 149016 records from 332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068470-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112039064
title: Cuneiform Tablet 1913.14.1694, Spurlock 1913.14.1694

description: [Text Description:] List of animals given to Nabu-suma-ibni ❧ [Text or Publication Number Note:] Spurlock 1913.14.1694; CDLI P421545 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/3.5) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 2.8 x 2.2 x 1.4 cm (9 g)
DOI: 10.15468/dl.ecqd8s
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "Country is Russian Federation",
 "GadmGid is RUS.56.14_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 124 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228808-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9wvee
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coreopsis guanajuatensis B.L.Turner"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015401-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm7nqh
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eumeta variegatus (Snellen, 1879)"
 ]
}

 The dataset includes 150 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230263-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112039021
title: Cuneiform Tablet 1913.14.1694, Spurlock 1913.14.1694

description: [Text Description:] List of animals given to Nabu-suma-ibni ❧ [Text or Publication Number Note:] Spurlock 1913.14.1694; CDLI P421545 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 8/3.5) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 2.8 x 2.2 x 1.4 cm (9 g)
DOI: 10.15468/dl.bucs8z
title: Occurrence Download

description: A dataset containing 274681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ipomoea L."
 ]
}

 The dataset includes 274681 records from 916 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157552-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/dn007l4p
title: Leaf Tar Spot Detection Using RGB Images

description: Tar spot disease is a fungal disease that appears as a series of black circular spots containing spores on corn leaves. The dataset consists of both close-up images of leaves with tar spot, as well as images of the whole leaf that are better suited for quantifying disease progression in the crop fields.
DOI: 10.13145/bacdive166583.20250331.9.3
title: Gulosibacter hominis Vandamme et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/y76skfrl
title: English and Luganda datasets for ASR-free keyword spotting

description: South African English and Luganda datasets
DOI: 10.13145/bacdive166583.20251217.10
title: Gulosibacter hominis Vandamme et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166584.20250331.9.3
title: Hydrogenophaga aromaticivorans Banerjee et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.vm53sw
title: Occurrence Download

description: A dataset containing 42494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-174.20014 -10.39308,-30.75956 -10.39308,-30.75956 79.16036,-174.20014 79.16036,-174.20014 -10.39308))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, b3bf3a83-1f68-4541-a03f-330d30d567f5, b6d09100-919d-4026-b35b-22be3dae7156, 41b097fd-180c-4836-baa3-db959436aee6, cccff716-2694-4209-9f9e-2f7a484465a0, c3ad790a-d426-4ac1-8e32-da61f81f0117, 6d1beb45-43bc-499a-85a0-f06f67e81591, 4cadac10-3e7b-11d9-8439-b8a03c50a862, df604473-66f0-444d-94c4-22795f268afe, f442f96e-2017-4cf5-b19f-1f3320ae7577)",
 "TaxonKey is Vanessa cardui",
 "Year 2000-2022"
 ]
}

 The dataset includes 42494 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079181-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive166584.20251217.10
title: Hydrogenophaga aromaticivorans Banerjee et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166585.20250331.9.3
title: Muricauda amphidinii Chen et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.megqut
title: Occurrence Download

description: A dataset containing 32394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erebia ligea",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 5000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 32394 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079180-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/1tk8hyq6
title: Kaggle Monkeypox Disease Dataset

description: The dataset used in this study is a publicly available dataset for monkeypox disease recognition, which includes images of monkeypox and similar skin conditions.
DOI: 10.13145/bacdive166585.20251217.10
title: Muricauda amphidinii Chen et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166586.20250331.9.3
title: Breznakiella homolactica Song et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/dhjh2nie
title: LAVA Salient Lights Dataset

description: The LAVA Salient Lights Dataset is a dataset of annotated trafﬁc lights with a salience property, focusing on trafﬁc lights that affect the driver’s future decisions.
DOI: 10.13145/bacdive166586.20251217.10
title: Breznakiella homolactica Song et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166587.20250331.9.3
title: Pseudomonas marvdashtae Girard et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166587.20251217.10
title: Pseudomonas marvdashtae Girard et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166588.20250331.9.3
title: Flavobacterium baculatum Chhetri et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/22ha6a57
title: Algebraic Equations Examples

description: The dataset is used to demonstrate the application of the Computational Hypergraph Discovery (CHD) framework to recover functional dependencies from data satisfying hidden algebraic equations.
DOI: 10.13145/bacdive166588.20251217.10
title: Flavobacterium baculatum Chhetri et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/3vdrdq4l
title: CUHK-SYSU PersonSearch

description: CUHK-SYSU PersonSearch dataset focuses on person search tasks using a set of images captured in complex scenarios.
DOI: 10.13145/bacdive166589.20250331.9.3
title: Pseudomonas campi Timsy et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166589.20251217.10
title: Pseudomonas campi Timsy et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166590.20250331.9.3
title: Flavobacterium fluviale Baek et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166590.20251217.10
title: Flavobacterium fluviale Baek et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166591.20240510.9
title: Bradyrhizobium glycinis Klepa et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166591.20251217.10
title: Bradyrhizobium glycinis Klepa et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/ok5ye3zf
title: Head-Neck-PET-CT

description: A public TCIA head and neck cancer dataset used for outcome prediction
DOI: 10.13145/bacdive166592.20240510.9
title: Streptococcus ilei Hyun et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166592.20251217.10
title: Streptococcus ilei Hyun et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166593.20250331.9.3
title: Winogradskyella litoriviva Nedashkovskaya et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/cfjsiybo
title: S2DS

description: S2DS is the first RCD dataset enabling semantic segmentation of multiple damage types.
DOI: 10.13145/bacdive166593.20251217.10
title: Winogradskyella litoriviva Nedashkovskaya et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166594.20250331.9.3
title: Pseudomonas zarinae Girard et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/a8ky97yu
title: Skeleton-based Action Recognition

description: Skeleton-based action recognition task has received significant attention due to its computation efficiency and robustness against viewpoints or appearance.
DOI: 10.13145/bacdive166594.20251217.10
title: Pseudomonas zarinae Girard et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166595.20250331.9.3
title: Flavobacterium oceanosedimentum Carty and Litchfield 1978 (Approved Lists 1980)

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166595.20251217.10
title: Flavobacterium oceanosedimentum Carty and Litchfield 1978 (Approved Lists 1980)

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5526/erdr-00000242
title: Marine Benthopelagic Food Webs of the North Sea (1997-2015)

description: A major barrier to assessing the effects of global change on complex ecosystems is the scarcity of food web observations spanning the spatial and temporal scales needed to reveal significant change. This study hopes to rectify this by presenting 4728 empirical food webs constructed every 50 km across the North Sea annually from 1997-2015. We also present a dynamic, reproducible framework for devising food webs at different spatial or temporal scales by integrating nearly four decades of standardised groundfish survey data with one of the world’s most comprehensive stomach content databases. This time series of spatially resolved food webs should help enrich analyses of environmental change on food web structure and aid reliable benchmarking of ecosystem-based management in one of the world’s most commercially important and anthropogenically influenced continental shelves.

In this repository are final 4728 North Sea food webs , the data needed to construct these food webs as well as the code used to construct the food webs.
DOI: 10.57702/iw0yll0f
title: Polblogs

description: The Polblogs dataset consists of a social network of political blogs, where nodes represent blogs and edges represent the hyperlinks between them.
DOI: 10.13145/bacdive166596.20250331.9.3
title: Mucilaginibacter arboris Kang et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166596.20251217.10
title: Mucilaginibacter arboris Kang et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/kzlqdqyt
title: Pathological Image Super-Resolution Dataset

description: The proposed dataset for pathological image super-resolution, which consists of 3249x3249 pathological images and 113 testing images.
DOI: 10.13145/bacdive166597.20240510.9
title: Bradyrhizobium agreste Klepa et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166597.20251217.10
title: Bradyrhizobium agreste Klepa et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive166598.20250331.9.3
title: Companilactobacillus pabuli Jung et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.