Item talk:Q239842
From geokb
{
"USGS Publications Warehouse": {
"@context": "https://schema.org",
"@type": "Article",
"additionalType": "Journal Article",
"name": "Minimizing effects of methodological decisions on interpretation and prediction in species distribution studies: An example with background selection",
"identifier": [
{
"@type": "PropertyValue",
"propertyID": "USGS Publications Warehouse IndexID",
"value": "70191169",
"url": "https://pubs.usgs.gov/publication/70191169"
},
{
"@type": "PropertyValue",
"propertyID": "USGS Publications Warehouse Internal ID",
"value": 70191169
},
{
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1016/j.ecolmodel.2017.08.017",
"url": "https://doi.org/10.1016/j.ecolmodel.2017.08.017"
}
],
"journal": {
"@type": "Periodical",
"name": "Ecological Modelling",
"volumeNumber": "363",
"issueNumber": null
},
"inLanguage": "en",
"isPartOf": [
{
"@type": "CreativeWorkSeries",
"name": "Ecological Modelling"
}
],
"datePublished": "2017",
"dateModified": "2017-09-28",
"abstract": "Evaluating the conditions where a species can persist is an important question in ecology both to understand tolerances of organisms and to predict distributions across landscapes. Presence data combined with background or pseudo-absence locations are commonly used with species distribution modeling to develop these relationships. However, there is not a standard method to generate background or pseudo-absence locations, and method choice affects model outcomes. We evaluated combinations of both model algorithms (simple and complex generalized linear models, multivariate adaptive regression splines, Maxent, boosted regression trees, and random forest) and background methods (random, minimum convex polygon, and continuous and binary kernel density estimator (KDE)) to assess the sensitivity of model outcomes to choices made. We evaluated six questions related to model results, including five beyond the common comparison of model accuracy assessment metrics (biological interpretability of response curves, cross-validation robustness, independent data accuracy and robustness, and prediction consistency). For our case study with\u00a0cheatgrass\u00a0in the western US, random forest was least sensitive to background choice and the binary KDE method was least sensitive to model algorithm choice. While this outcome may not hold for other locations or species, the methods we used can be implemented to help determine appropriate methodologies for particular research questions.",
"description": "9 p.",
"publisher": {
"@type": "Organization",
"name": "Elsevier"
},
"author": [
{
"@type": "Person",
"name": "Jarnevich, Catherine S. jarnevichc@usgs.gov",
"givenName": "Catherine S.",
"familyName": "Jarnevich",
"email": "jarnevichc@usgs.gov",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0002-9699-2336",
"url": "https://orcid.org/0000-0002-9699-2336"
},
"affiliation": [
{
"@type": "Organization",
"name": "Fort Collins Science Center",
"url": "https://www.usgs.gov/centers/fort-collins-science-center"
}
]
},
{
"@type": "Person",
"name": "Talbert, Marian mtalbert@usgs.gov",
"givenName": "Marian",
"familyName": "Talbert",
"email": "mtalbert@usgs.gov",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0003-0588-0265",
"url": "https://orcid.org/0000-0003-0588-0265"
},
"affiliation": [
{
"@type": "Organization",
"name": "National Climate Change and Wildlife Science Center",
"url": null
},
{
"@type": "Organization",
"name": "North Central Climate Science Center",
"url": null
}
]
},
{
"@type": "Person",
"name": "Morisette, Jeffrey T. morisettej@usgs.gov",
"givenName": "Jeffrey T.",
"familyName": "Morisette",
"email": "morisettej@usgs.gov",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0002-0483-0082",
"url": "https://orcid.org/0000-0002-0483-0082"
},
"affiliation": [
{
"@type": "Organization",
"name": "North Central Climate Science Center",
"url": null
},
{
"@type": "Organization",
"name": "Southwest Climate Science Center",
"url": null
}
]
},
{
"@type": "Person",
"name": "Aldridge, Cameron L. aldridgec@usgs.gov",
"givenName": "Cameron L.",
"familyName": "Aldridge",
"email": "aldridgec@usgs.gov",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0003-3926-6941",
"url": "https://orcid.org/0000-0003-3926-6941"
},
"affiliation": [
{
"@type": "Organization",
"name": "Fort Collins Science Center",
"url": "https://www.usgs.gov/centers/fort-collins-science-center"
}
]
},
{
"@type": "Person",
"name": "Brown, Cynthia",
"givenName": "Cynthia",
"familyName": "Brown",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0001-8486-7119",
"url": "https://orcid.org/0000-0001-8486-7119"
}
},
{
"@type": "Person",
"name": "Kumar, Sunil",
"givenName": "Sunil",
"familyName": "Kumar"
},
{
"@type": "Person",
"name": "Manier, Daniel J. manierd@usgs.gov",
"givenName": "Daniel J.",
"familyName": "Manier",
"email": "manierd@usgs.gov",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0002-1105-1327",
"url": "https://orcid.org/0000-0002-1105-1327"
},
"affiliation": [
{
"@type": "Organization",
"name": "Fort Collins Science Center",
"url": "https://www.usgs.gov/centers/fort-collins-science-center"
}
]
},
{
"@type": "Person",
"name": "Talbert, Colin talbertc@usgs.gov",
"givenName": "Colin",
"familyName": "Talbert",
"email": "talbertc@usgs.gov",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0002-9505-1876",
"url": "https://orcid.org/0000-0002-9505-1876"
},
"affiliation": [
{
"@type": "Organization",
"name": "Fort Collins Science Center",
"url": "https://www.usgs.gov/centers/fort-collins-science-center"
}
]
},
{
"@type": "Person",
"name": "Holcombe, Tracy R. holcombet@usgs.gov",
"givenName": "Tracy R.",
"familyName": "Holcombe",
"email": "holcombet@usgs.gov",
"affiliation": [
{
"@type": "Organization",
"name": "Fort Collins Science Center",
"url": "https://www.usgs.gov/centers/fort-collins-science-center"
}
]
}
],
"funder": [
{
"@type": "Organization",
"name": "Fort Collins Science Center",
"url": "https://www.usgs.gov/centers/fort-collins-science-center"
}
],
"spatialCoverage": [
{
"@type": "Place",
"additionalType": "country",
"name": "United States",
"url": "https://geonames.org/4074035"
},
{
"@type": "Place",
"geo": [
{
"@type": "GeoShape",
"additionalProperty": {
"@type": "PropertyValue",
"name": "GeoJSON",
"value": {
"type": "FeatureCollection",
"features": [
{
"type": "Feature",
"properties": {},
"geometry": {
"type": "Polygon",
"coordinates": [
[
[
-124.8486328125,
31.615965936476076
],
[
-101.90917968749999,
31.615965936476076
],
[
-101.90917968749999,
49.06666839558117
],
[
-124.8486328125,
49.06666839558117
],
[
-124.8486328125,
31.615965936476076
]
]
]
}
}
]
}
}
},
{
"@type": "GeoCoordinates",
"latitude": 40.341317166028624,
"longitude": -113.37890625
}
]
}
]
},
"OpenAlex": {
"abstract_inverted_index": {
"Evaluating": [
0
],
"the": [
1,
105,
124,
154,
166,
188
],
"conditions": [
2
],
"where": [
3
],
"a": [
4,
49
],
"species": [
5,
38
],
"can": [
6,
192
],
"persist": [
7
],
"is": [
8,
47
],
"an": [
9
],
"important": [
10
],
"question": [
11
],
"in": [
12,
153
],
"ecology": [
13
],
"both": [
14,
68
],
"to": [
15,
21,
41,
52,
103,
110,
118,
162,
173,
195
],
"understand": [
16
],
"tolerances": [
17
],
"of": [
18,
67,
107,
127,
134
],
"organisms": [
19
],
"and": [
20,
58,
72,
85,
88,
95,
97,
142,
144,
165
],
"predict": [
22
],
"distributions": [
23
],
"across": [
24
],
"landscapes.": [
25
],
"Presence": [
26
],
"data": [
27,
140
],
"combined": [
28
],
"with": [
29,
37,
151
],
"background": [
30,
54,
89,
163
],
"or": [
31,
55,
186
],
"pseudo-absence": [
32,
56
],
"locations": [
33,
185
],
"are": [
34
],
"commonly": [
35
],
"used": [
36,
191
],
"distribution": [
39
],
"modeling": [
40
],
"develop": [
42
],
"these": [
43
],
"relationships.": [
44
],
"However,": [
45
],
"there": [
46
],
"not": [
48,
181
],
"standard": [
50
],
"method": [
51,
59,
169
],
"generate": [
53
],
"locations,": [
57
],
"choice": [
60,
164
],
"affects": [
61
],
"model": [
62,
69,
108,
119,
128,
174
],
"outcomes.": [
63
],
"We": [
64,
113
],
"evaluated": [
65,
114
],
"combinations": [
66
],
"algorithms": [
70
],
"(simple": [
71
],
"complex": [
73
],
"generalized": [
74
],
"linear": [
75
],
"models,": [
76
],
"multivariate": [
77
],
"adaptive": [
78
],
"regression": [
79,
83
],
"splines,": [
80
],
"Maxent,": [
81
],
"boosted": [
82
],
"trees,": [
84
],
"random": [
86,
157
],
"forest)": [
87
],
"methods": [
90,
189
],
"(random,": [
91
],
"minimum": [
92
],
"convex": [
93
],
"polygon,": [
94
],
"continuous": [
96
],
"binary": [
98,
167
],
"kernel": [
99
],
"density": [
100
],
"estimator": [
101
],
"(KDE))": [
102
],
"assess": [
104
],
"sensitivity": [
106
],
"outcomes": [
109
],
"choices": [
111
],
"made.": [
112
],
"six": [
115
],
"questions": [
116
],
"related": [
117
],
"results,": [
120
],
"including": [
121
],
"five": [
122
],
"beyond": [
123
],
"common": [
125
],
"comparison": [
126
],
"accuracy": [
129,
141
],
"assessment": [
130
],
"metrics": [
131
],
"(biological": [
132
],
"interpretability": [
133
],
"response": [
135
],
"curves,": [
136
],
"cross-validation": [
137
],
"robustness,": [
138,
143
],
"independent": [
139
],
"prediction": [
145
],
"consistency).": [
146
],
"For": [
147
],
"our": [
148
],
"case": [
149
],
"study": [
150
],
"cheatgrass": [
152
],
"western": [
155
],
"US,": [
156
],
"forest": [
158
],
"was": [
159,
170
],
"least": [
160,
171
],
"sensitive": [
161,
172
],
"KDE": [
168
],
"algorithm": [
175
],
"choice.": [
176
],
"While": [
177
],
"this": [
178
],
"outcome": [
179
],
"may": [
180
],
"hold": [
182
],
"for": [
183,
200
],
"other": [
184
],
"species,": [
187
],
"we": [
190
],
"be": [
193
],
"implemented": [
194
],
"help": [
196
],
"determine": [
197
],
"appropriate": [
198
],
"methodologies": [
199
],
"particular": [
201
],
"research": [
202
],
"questions.": [
203
]
},
"apc_list": {
"value": 2780,
"currency": "USD",
"value_usd": 2780,
"provenance": "doaj"
},
"apc_paid": null,
"authorships": [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5015456483",
"display_name": "Catherine S. Jarnevich",
"orcid": "https://orcid.org/0000-0002-9699-2336"
},
"institutions": [
{
"id": "https://openalex.org/I1286329397",
"display_name": "United States Geological Survey",
"ror": "https://ror.org/035a68863",
"country_code": "US",
"type": "government",
"lineage": [
"https://openalex.org/I1286329397",
"https://openalex.org/I1335927249"
]
}
],
"countries": [
"US"
],
"is_corresponding": true,
"raw_author_name": "Catherine S. Jarnevich",
"raw_affiliation_strings": [
"U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA"
],
"affiliations": [
{
"raw_affiliation_string": "U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA",
"institution_ids": [
"https://openalex.org/I1286329397"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5071922502",
"display_name": "Marian Talbert",
"orcid": null
},
"institutions": [
{
"id": "https://openalex.org/I92446798",
"display_name": "Colorado State University",
"ror": "https://ror.org/03k1gpj17",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210131357",
"https://openalex.org/I92446798"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Marian Talbert",
"raw_affiliation_strings": [
"Department of Interior, North Central Climate Science Center, Colorado State University, Fort Collins, CO 80523, USA"
],
"affiliations": [
{
"raw_affiliation_string": "Department of Interior, North Central Climate Science Center, Colorado State University, Fort Collins, CO 80523, USA",
"institution_ids": [
"https://openalex.org/I92446798"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5017598358",
"display_name": "Jeffery Morisette",
"orcid": null
},
"institutions": [
{
"id": "https://openalex.org/I92446798",
"display_name": "Colorado State University",
"ror": "https://ror.org/03k1gpj17",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210131357",
"https://openalex.org/I92446798"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Jeffery Morisette",
"raw_affiliation_strings": [
"Department of Interior, North Central Climate Science Center, Colorado State University, Fort Collins, CO 80523, USA"
],
"affiliations": [
{
"raw_affiliation_string": "Department of Interior, North Central Climate Science Center, Colorado State University, Fort Collins, CO 80523, USA",
"institution_ids": [
"https://openalex.org/I92446798"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5050798825",
"display_name": "Cameron L. Aldridge",
"orcid": "https://orcid.org/0000-0003-3926-6941"
},
"institutions": [
{
"id": "https://openalex.org/I1286329397",
"display_name": "United States Geological Survey",
"ror": "https://ror.org/035a68863",
"country_code": "US",
"type": "government",
"lineage": [
"https://openalex.org/I1286329397",
"https://openalex.org/I1335927249"
]
},
{
"id": "https://openalex.org/I92446798",
"display_name": "Colorado State University",
"ror": "https://ror.org/03k1gpj17",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210131357",
"https://openalex.org/I92446798"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Cameron Aldridge",
"raw_affiliation_strings": [
"Natural Resource Ecology Laboratory, Colorado State University, in cooperation with the U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA"
],
"affiliations": [
{
"raw_affiliation_string": "Natural Resource Ecology Laboratory, Colorado State University, in cooperation with the U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA",
"institution_ids": [
"https://openalex.org/I1286329397",
"https://openalex.org/I92446798"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5087439830",
"display_name": "Cynthia S. Brown",
"orcid": "https://orcid.org/0000-0001-8486-7119"
},
"institutions": [
{
"id": "https://openalex.org/I92446798",
"display_name": "Colorado State University",
"ror": "https://ror.org/03k1gpj17",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210131357",
"https://openalex.org/I92446798"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Cynthia S. Brown",
"raw_affiliation_strings": [
"Department of Bioagricultural Sciences and Pest Management, Colorado State University, Fort Collins, CO 80523-1177, USA"
],
"affiliations": [
{
"raw_affiliation_string": "Department of Bioagricultural Sciences and Pest Management, Colorado State University, Fort Collins, CO 80523-1177, USA",
"institution_ids": [
"https://openalex.org/I92446798"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5101410474",
"display_name": "Sunil Kumar",
"orcid": "https://orcid.org/0000-0001-7139-5802"
},
"institutions": [
{
"id": "https://openalex.org/I92446798",
"display_name": "Colorado State University",
"ror": "https://ror.org/03k1gpj17",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210131357",
"https://openalex.org/I92446798"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Sunil Kumar",
"raw_affiliation_strings": [
"Natural Resource Ecology Laboratory, Colorado State University, Fort Collins, CO 80523-1499, USA"
],
"affiliations": [
{
"raw_affiliation_string": "Natural Resource Ecology Laboratory, Colorado State University, Fort Collins, CO 80523-1499, USA",
"institution_ids": [
"https://openalex.org/I92446798"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5058417190",
"display_name": "Daniel J. Manier",
"orcid": "https://orcid.org/0000-0002-1105-1327"
},
"institutions": [
{
"id": "https://openalex.org/I1286329397",
"display_name": "United States Geological Survey",
"ror": "https://ror.org/035a68863",
"country_code": "US",
"type": "government",
"lineage": [
"https://openalex.org/I1286329397",
"https://openalex.org/I1335927249"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Daniel Manier",
"raw_affiliation_strings": [
"U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA"
],
"affiliations": [
{
"raw_affiliation_string": "U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA",
"institution_ids": [
"https://openalex.org/I1286329397"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5055866985",
"display_name": "Colin Talbert",
"orcid": null
},
"institutions": [
{
"id": "https://openalex.org/I1286329397",
"display_name": "United States Geological Survey",
"ror": "https://ror.org/035a68863",
"country_code": "US",
"type": "government",
"lineage": [
"https://openalex.org/I1286329397",
"https://openalex.org/I1335927249"
]
},
{
"id": "https://openalex.org/I92446798",
"display_name": "Colorado State University",
"ror": "https://ror.org/03k1gpj17",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210131357",
"https://openalex.org/I92446798"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Colin Talbert",
"raw_affiliation_strings": [
"Department of Interior, North Central Climate Science Center, Colorado State University, Fort Collins, CO 80523, USA",
"U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA"
],
"affiliations": [
{
"raw_affiliation_string": "U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA",
"institution_ids": [
"https://openalex.org/I1286329397"
]
},
{
"raw_affiliation_string": "Department of Interior, North Central Climate Science Center, Colorado State University, Fort Collins, CO 80523, USA",
"institution_ids": [
"https://openalex.org/I92446798"
]
}
]
},
{
"author_position": "last",
"author": {
"id": "https://openalex.org/A5003523387",
"display_name": "Tracy R. Holcombe",
"orcid": null
},
"institutions": [
{
"id": "https://openalex.org/I1286329397",
"display_name": "United States Geological Survey",
"ror": "https://ror.org/035a68863",
"country_code": "US",
"type": "government",
"lineage": [
"https://openalex.org/I1286329397",
"https://openalex.org/I1335927249"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Tracy Holcombe",
"raw_affiliation_strings": [
"U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA"
],
"affiliations": [
{
"raw_affiliation_string": "U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Ave Bldg C, Fort Collins, CO 80526, USA",
"institution_ids": [
"https://openalex.org/I1286329397"
]
}
]
}
],
"best_oa_location": null,
"biblio": {
"volume": "363",
"issue": null,
"first_page": "48",
"last_page": "56"
},
"citation_normalized_percentile": {
"value": 0.82018,
"is_in_top_1_percent": false,
"is_in_top_10_percent": false
},
"cited_by_api_url": "https://api.openalex.org/works?filter=cites:W2753208831",
"cited_by_count": 36,
"cited_by_percentile_year": {
"min": 95,
"max": 96
},
"concepts": [
{
"id": "https://openalex.org/C2781067378",
"wikidata": "https://www.wikidata.org/wiki/Q17027399",
"display_name": "Interpretability",
"level": 2,
"score": 0.7393547
},
{
"id": "https://openalex.org/C169258074",
"wikidata": "https://www.wikidata.org/wiki/Q245748",
"display_name": "Random forest",
"level": 2,
"score": 0.64140546
},
{
"id": "https://openalex.org/C63479239",
"wikidata": "https://www.wikidata.org/wiki/Q7353546",
"display_name": "Robustness (evolution)",
"level": 3,
"score": 0.5558878
},
{
"id": "https://openalex.org/C41587187",
"wikidata": "https://www.wikidata.org/wiki/Q1501882",
"display_name": "Generalized linear model",
"level": 2,
"score": 0.5078805
},
{
"id": "https://openalex.org/C41008148",
"wikidata": "https://www.wikidata.org/wiki/Q21198",
"display_name": "Computer science",
"level": 0,
"score": 0.49562013
},
{
"id": "https://openalex.org/C103215972",
"wikidata": "https://www.wikidata.org/wiki/Q5381340",
"display_name": "Environmental niche modelling",
"level": 4,
"score": 0.49477643
},
{
"id": "https://openalex.org/C105795698",
"wikidata": "https://www.wikidata.org/wiki/Q12483",
"display_name": "Statistics",
"level": 1,
"score": 0.49442124
},
{
"id": "https://openalex.org/C185429906",
"wikidata": "https://www.wikidata.org/wiki/Q1130160",
"display_name": "Estimator",
"level": 2,
"score": 0.4535105
},
{
"id": "https://openalex.org/C93959086",
"wikidata": "https://www.wikidata.org/wiki/Q6888345",
"display_name": "Model selection",
"level": 2,
"score": 0.42266405
},
{
"id": "https://openalex.org/C18903297",
"wikidata": "https://www.wikidata.org/wiki/Q7150",
"display_name": "Ecology",
"level": 1,
"score": 0.40171647
},
{
"id": "https://openalex.org/C119857082",
"wikidata": "https://www.wikidata.org/wiki/Q2539",
"display_name": "Machine learning",
"level": 1,
"score": 0.4015118
},
{
"id": "https://openalex.org/C33923547",
"wikidata": "https://www.wikidata.org/wiki/Q395",
"display_name": "Mathematics",
"level": 0,
"score": 0.39029747
},
{
"id": "https://openalex.org/C86803240",
"wikidata": "https://www.wikidata.org/wiki/Q420",
"display_name": "Biology",
"level": 0,
"score": 0.0
},
{
"id": "https://openalex.org/C55493867",
"wikidata": "https://www.wikidata.org/wiki/Q7094",
"display_name": "Biochemistry",
"level": 1,
"score": 0.0
},
{
"id": "https://openalex.org/C185592680",
"wikidata": "https://www.wikidata.org/wiki/Q2329",
"display_name": "Chemistry",
"level": 0,
"score": 0.0
},
{
"id": "https://openalex.org/C102715595",
"wikidata": "https://www.wikidata.org/wiki/Q172861",
"display_name": "Ecological niche",
"level": 3,
"score": 0.0
},
{
"id": "https://openalex.org/C185933670",
"wikidata": "https://www.wikidata.org/wiki/Q52105",
"display_name": "Habitat",
"level": 2,
"score": 0.0
},
{
"id": "https://openalex.org/C104317684",
"wikidata": "https://www.wikidata.org/wiki/Q7187",
"display_name": "Gene",
"level": 2,
"score": 0.0
}
],
"corresponding_author_ids": [
"https://openalex.org/A5015456483"
],
"corresponding_institution_ids": [
"https://openalex.org/I1286329397"
],
"countries_distinct_count": 1,
"counts_by_year": [
{
"year": 2024,
"cited_by_count": 4
},
{
"year": 2023,
"cited_by_count": 5
},
{
"year": 2022,
"cited_by_count": 5
},
{
"year": 2021,
"cited_by_count": 5
},
{
"year": 2020,
"cited_by_count": 7
},
{
"year": 2019,
"cited_by_count": 8
},
{
"year": 2018,
"cited_by_count": 2
}
],
"created_date": "2017-09-15",
"datasets": [],
"display_name": "Minimizing effects of methodological decisions on interpretation and prediction in species distribution studies: An example with background selection",
"doi": "https://doi.org/10.1016/j.ecolmodel.2017.08.017",
"fulltext_origin": "ngrams",
"fwci": 1.506,
"grants": [
{
"funder": "https://openalex.org/F4320306101",
"funder_display_name": "National Aeronautics and Space Administration",
"award_id": "NNH11AS09I"
}
],
"has_fulltext": true,
"id": "https://openalex.org/W2753208831",
"ids": {
"openalex": "https://openalex.org/W2753208831",
"doi": "https://doi.org/10.1016/j.ecolmodel.2017.08.017",
"mag": "2753208831"
},
"indexed_in": [
"crossref"
],
"institutions_distinct_count": 2,
"is_paratext": false,
"is_retracted": false,
"keywords": [
{
"id": "https://openalex.org/keywords/interpretability",
"display_name": "Interpretability",
"score": 0.7393547
},
{
"id": "https://openalex.org/keywords/species-distribution-modeling",
"display_name": "Species Distribution Modeling",
"score": 0.609438
},
{
"id": "https://openalex.org/keywords/robustness",
"display_name": "Robustness (evolution)",
"score": 0.5558878
},
{
"id": "https://openalex.org/keywords/habitat-suitability",
"display_name": "Habitat Suitability",
"score": 0.542131
},
{
"id": "https://openalex.org/keywords/habitat-fragmentation",
"display_name": "Habitat Fragmentation",
"score": 0.538499
},
{
"id": "https://openalex.org/keywords/model-evaluation",
"display_name": "Model Evaluation",
"score": 0.520954
},
{
"id": "https://openalex.org/keywords/conservation-biology",
"display_name": "Conservation Biology",
"score": 0.515909
},
{
"id": "https://openalex.org/keywords/environmental-niche-modelling",
"display_name": "Environmental niche modelling",
"score": 0.49477643
}
],
"language": "en",
"locations": [
{
"is_oa": false,
"landing_page_url": "https://doi.org/10.1016/j.ecolmodel.2017.08.017",
"pdf_url": null,
"source": {
"id": "https://openalex.org/S88315673",
"display_name": "Ecological Modelling",
"issn_l": "0304-3800",
"issn": [
"0304-3800",
"1872-7026"
],
"is_oa": false,
"is_in_doaj": false,
"is_core": true,
"host_organization": "https://openalex.org/P4310320990",
"host_organization_name": "Elsevier BV",
"host_organization_lineage": [
"https://openalex.org/P4310320990"
],
"host_organization_lineage_names": [
"Elsevier BV"
],
"type": "journal"
},
"license": null,
"license_id": null,
"version": null,
"is_accepted": false,
"is_published": false
}
],
"locations_count": 1,
"mesh": [],
"ngrams_url": "https://api.openalex.org/works/W2753208831/ngrams",
"open_access": {
"is_oa": false,
"oa_status": "closed",
"oa_url": null,
"any_repository_has_fulltext": false
},
"primary_location": {
"is_oa": false,
"landing_page_url": "https://doi.org/10.1016/j.ecolmodel.2017.08.017",
"pdf_url": null,
"source": {
"id": "https://openalex.org/S88315673",
"display_name": "Ecological Modelling",
"issn_l": "0304-3800",
"issn": [
"0304-3800",
"1872-7026"
],
"is_oa": false,
"is_in_doaj": false,
"is_core": true,
"host_organization": "https://openalex.org/P4310320990",
"host_organization_name": "Elsevier BV",
"host_organization_lineage": [
"https://openalex.org/P4310320990"
],
"host_organization_lineage_names": [
"Elsevier BV"
],
"type": "journal"
},
"license": null,
"license_id": null,
"version": null,
"is_accepted": false,
"is_published": false
},
"primary_topic": {
"id": "https://openalex.org/T10895",
"display_name": "Species Distribution Modeling and Climate Change Impacts",
"score": 0.9999,
"subfield": {
"id": "https://openalex.org/subfields/2302",
"display_name": "Ecological Modeling"
},
"field": {
"id": "https://openalex.org/fields/23",
"display_name": "Environmental Science"
},
"domain": {
"id": "https://openalex.org/domains/3",
"display_name": "Physical Sciences"
}
},
"publication_date": "2017-11-01",
"publication_year": 2017,
"referenced_works": [
"https://openalex.org/W1526319989",
"https://openalex.org/W1528905581",
"https://openalex.org/W153213878",
"https://openalex.org/W1541774929",
"https://openalex.org/W1783101208",
"https://openalex.org/W1912209164",
"https://openalex.org/W1919815506",
"https://openalex.org/W1955343984",
"https://openalex.org/W1967360417",
"https://openalex.org/W1968241863",
"https://openalex.org/W1980004312",
"https://openalex.org/W1981419118",
"https://openalex.org/W1981745715",
"https://openalex.org/W1985903267",
"https://openalex.org/W1996907304",
"https://openalex.org/W1998025025",
"https://openalex.org/W2004067430",
"https://openalex.org/W2005054054",
"https://openalex.org/W2007049610",
"https://openalex.org/W2036581019",
"https://openalex.org/W2043362185",
"https://openalex.org/W2052583540",
"https://openalex.org/W2056868695",
"https://openalex.org/W2057950738",
"https://openalex.org/W2074223804",
"https://openalex.org/W2100533358",
"https://openalex.org/W2112315008",
"https://openalex.org/W2119202692",
"https://openalex.org/W2121285138",
"https://openalex.org/W2128506197",
"https://openalex.org/W2129435498",
"https://openalex.org/W2135695572",
"https://openalex.org/W2139416101",
"https://openalex.org/W2142733079",
"https://openalex.org/W2144619786",
"https://openalex.org/W2147531279",
"https://openalex.org/W2155490712",
"https://openalex.org/W2162983459",
"https://openalex.org/W2165512168",
"https://openalex.org/W2168997286",
"https://openalex.org/W2169514194",
"https://openalex.org/W2171374232",
"https://openalex.org/W2316240360",
"https://openalex.org/W2397699624",
"https://openalex.org/W2442832733",
"https://openalex.org/W2503041438",
"https://openalex.org/W2560136348",
"https://openalex.org/W2911964244",
"https://openalex.org/W2915157699",
"https://openalex.org/W3111001581",
"https://openalex.org/W405817802",
"https://openalex.org/W4238380085",
"https://openalex.org/W949293872"
],
"referenced_works_count": 53,
"related_works": [
"https://openalex.org/W4361806667",
"https://openalex.org/W4361193272",
"https://openalex.org/W4310278675",
"https://openalex.org/W4301403450",
"https://openalex.org/W2905433371",
"https://openalex.org/W2806259446",
"https://openalex.org/W2550022009",
"https://openalex.org/W2075525255",
"https://openalex.org/W1980211030",
"https://openalex.org/W1830254893"
],
"sustainable_development_goals": [
{
"display_name": "Life on land",
"id": "https://metadata.un.org/sdg/15",
"score": 0.75
}
],
"title": "Minimizing effects of methodological decisions on interpretation and prediction in species distribution studies: An example with background selection",
"topics": [
{
"id": "https://openalex.org/T10895",
"display_name": "Species Distribution Modeling and Climate Change Impacts",
"score": 0.9999,
"subfield": {
"id": "https://openalex.org/subfields/2302",
"display_name": "Ecological Modeling"
},
"field": {
"id": "https://openalex.org/fields/23",
"display_name": "Environmental Science"
},
"domain": {
"id": "https://openalex.org/domains/3",
"display_name": "Physical Sciences"
}
},
{
"id": "https://openalex.org/T13388",
"display_name": "Factors Affecting Sagebrush Ecosystems and Wildlife Conservation",
"score": 0.9993,
"subfield": {
"id": "https://openalex.org/subfields/2303",
"display_name": "Ecology"
},
"field": {
"id": "https://openalex.org/fields/23",
"display_name": "Environmental Science"
},
"domain": {
"id": "https://openalex.org/domains/3",
"display_name": "Physical Sciences"
}
},
{
"id": "https://openalex.org/T10005",
"display_name": "Biodiversity Conservation and Ecosystem Management",
"score": 0.9965,
"subfield": {
"id": "https://openalex.org/subfields/2309",
"display_name": "Nature and Landscape Conservation"
},
"field": {
"id": "https://openalex.org/fields/23",
"display_name": "Environmental Science"
},
"domain": {
"id": "https://openalex.org/domains/3",
"display_name": "Physical Sciences"
}
}
],
"type": "article",
"type_crossref": "journal-article",
"updated_date": "2024-08-11T17:08:40.816787",
"versions": []
}
}
