{
"USGS Publications Warehouse": {
"@context": "https://schema.org",
"@type": "Article",
"additionalType": "Journal Article",
"name": "Validating predictions from climate envelope models",
"identifier": [
{
"@type": "PropertyValue",
"propertyID": "USGS Publications Warehouse IndexID",
"value": "70048483",
"url": "https://pubs.usgs.gov/publication/70048483"
},
{
"@type": "PropertyValue",
"propertyID": "USGS Publications Warehouse Internal ID",
"value": 70048483
},
{
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1371/journal.pone.0063600",
"url": "https://doi.org/10.1371/journal.pone.0063600"
}
],
"journal": {
"@type": "Periodical",
"name": "PLoS ONE",
"volumeNumber": "8",
"issueNumber": "5"
},
"inLanguage": "en",
"isPartOf": [
{
"@type": "CreativeWorkSeries",
"name": "PLoS ONE"
}
],
"datePublished": "2013",
"dateModified": "2013-10-30",
"abstract": "Climate envelope models are a potentially important conservation tool, but their ability to accurately forecast species\u2019 distributional shifts using independent survey data has not been fully evaluated. We created climate envelope models for 12 species of North American breeding birds previously shown to have experienced poleward range shifts. For each species, we evaluated three different approaches to climate envelope modeling that differed in the way they treated climate-induced range expansion and contraction, using random forests and maximum entropy modeling algorithms. All models were calibrated using occurrence data from 1967\u20131971 (t1) and evaluated using occurrence data from 1998\u20132002 (t2). Model sensitivity (the ability to correctly classify species presences) was greater using the maximum entropy algorithm than the random forest algorithm. Although sensitivity did not differ significantly among approaches, for many species, sensitivity was maximized using a hybrid approach that assumed range expansion, but not contraction, in t2. Species for which the hybrid approach resulted in the greatest improvement in sensitivity have been reported from more land cover types than species for which there was little difference in sensitivity between hybrid and dynamic approaches, suggesting that habitat generalists may be buffered somewhat against climate-induced range contractions. Specificity (the ability to correctly classify species absences) was maximized using the random forest algorithm and was lowest using the hybrid approach. Overall, our results suggest cautious optimism for the use of climate envelope models to forecast range shifts, but also underscore the importance of considering non-climate drivers of species range limits. The use of alternative climate envelope models that make different assumptions about range expansion and contraction is a new and potentially useful way to help inform our understanding of climate change effects on species.",
"description": "12 p.",
"publisher": {
"@type": "Organization",
"name": "PLOS One"
},
"author": [
{
"@type": "Person",
"name": "Roma\u00f1ach, Stephanie S. sromanach@usgs.gov",
"givenName": "Stephanie S.",
"familyName": "Roma\u00f1ach",
"email": "sromanach@usgs.gov",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0003-0271-7825",
"url": "https://orcid.org/0000-0003-0271-7825"
},
"affiliation": [
{
"@type": "Organization",
"name": "Southeast Ecological Science Center",
"url": "https://www.usgs.gov/regions/southeast"
}
]
},
{
"@type": "Person",
"name": "Mazzotti, Frank J.",
"givenName": "Frank J.",
"familyName": "Mazzotti",
"affiliation": [
{
"@type": "Organization",
"name": "Department of Wildlife Ecology and Conservation, Fort Lauderdale Research and Education Center, 3205 College Avenue, University of Florida, Davie, FL 33314, USA"
}
]
},
{
"@type": "Person",
"name": "Watling, J.",
"givenName": "J.",
"familyName": "Watling"
},
{
"@type": "Person",
"name": "Brandt, L.",
"givenName": "L.",
"familyName": "Brandt"
},
{
"@type": "Person",
"name": "Cabal, C.",
"givenName": "C.",
"familyName": "Cabal"
},
{
"@type": "Person",
"name": "Speroterra, C.",
"givenName": "C.",
"familyName": "Speroterra"
},
{
"@type": "Person",
"name": "Bucklin, D.",
"givenName": "D.",
"familyName": "Bucklin"
}
],
"funder": [
{
"@type": "Organization",
"name": "Southeast Ecological Science Center",
"url": "https://www.usgs.gov/regions/southeast"
}
]
},
"OpenAlex": {
"abstract_inverted_index": {
"Climate": [
0
],
"envelope": [
1,
30,
58,
228,
252
],
"models": [
2,
31,
81,
229,
253
],
"are": [
3
],
"a": [
4,
135,
264
],
"potentially": [
5,
267
],
"important": [
6
],
"conservation": [
7
],
"tool,": [
8
],
"but": [
9,
142,
234
],
"their": [
10
],
"ability": [
11,
102,
197
],
"to": [
12,
42,
56,
103,
198,
230,
270
],
"accurately": [
13
],
"forecast": [
14,
231
],
"species'": [
15
],
"distributional": [
16
],
"shifts": [
17
],
"using": [
18,
72,
84,
93,
110,
134,
205,
213
],
"independent": [
19
],
"survey": [
20
],
"data": [
21,
86,
95
],
"has": [
22
],
"not": [
23,
123,
143
],
"been": [
24,
161
],
"fully": [
25
],
"evaluated.": [
26
],
"We": [
27
],
"created": [
28
],
"climate": [
29,
57,
227,
251,
276
],
"for": [
32,
128,
148,
170,
223
],
"12": [
33
],
"species": [
34,
106,
169,
201,
244
],
"of": [
35,
226,
239,
243,
249,
275
],
"North": [
36
],
"American": [
37
],
"breeding": [
38
],
"birds": [
39
],
"previously": [
40
],
"shown": [
41
],
"have": [
43,
160
],
"experienced": [
44
],
"poleward": [
45
],
"range": [
46,
68,
140,
193,
232,
245,
259
],
"shifts.": [
47
],
"For": [
48
],
"each": [
49
],
"species,": [
50,
130
],
"we": [
51
],
"evaluated": [
52,
92
],
"three": [
53
],
"different": [
54,
256
],
"approaches": [
55
],
"modeling": [
59,
78
],
"that": [
60,
138,
184,
254
],
"differed": [
61
],
"in": [
62,
145,
154,
158,
176
],
"the": [
63,
111,
116,
150,
155,
206,
214,
224,
237
],
"way": [
64,
269
],
"they": [
65
],
"treated": [
66
],
"climate-induced": [
67,
192
],
"expansion": [
69,
260
],
"and": [
70,
75,
91,
180,
210,
261,
266
],
"contraction,": [
71,
144
],
"random": [
73,
117,
207
],
"forests": [
74
],
"maximum": [
76,
112
],
"entropy": [
77,
113
],
"algorithms.": [
79
],
"All": [
80
],
"were": [
82
],
"calibrated": [
83
],
"occurrence": [
85,
94
],
"from": [
87,
96,
163
],
"1967-1971": [
88
],
"(t1": [
89
],
")": [
90
],
"1998-2002": [
97
],
"(t2).": [
98
],
"Model": [
99
],
"sensitivity": [
100,
121,
131,
159,
177
],
"(the": [
101,
196
],
"correctly": [
104,
199
],
"classify": [
105,
200
],
"presences)": [
107
],
"was": [
108,
132,
173,
203,
211
],
"greater": [
109
],
"algorithm": [
114,
209
],
"than": [
115,
168
],
"forest": [
118,
208
],
"algorithm.": [
119
],
"Although": [
120
],
"did": [
122
],
"differ": [
124
],
"significantly": [
125
],
"among": [
126
],
"approaches,": [
127,
182
],
"many": [
129
],
"maximized": [
133,
204
],
"hybrid": [
136,
151,
179,
215
],
"approach": [
137,
152
],
"assumed": [
139
],
"expansion,": [
141
],
"t2.": [
146
],
"Species": [
147
],
"which": [
149,
171
],
"resulted": [
153
],
"greatest": [
156
],
"improvement": [
157
],
"reported": [
162
],
"more": [
164
],
"land": [
165
],
"cover": [
166
],
"types": [
167
],
"there": [
172
],
"little": [
174
],
"difference": [
175
],
"between": [
178
],
"dynamic": [
181
],
"suggesting": [
183
],
"habitat": [
185
],
"generalists": [
186
],
"may": [
187
],
"be": [
188
],
"buffered": [
189
],
"somewhat": [
190
],
"against": [
191
],
"contractions.": [
194
],
"Specificity": [
195
],
"absences)": [
202
],
"lowest": [
212
],
"approach.": [
216
],
"Overall,": [
217
],
"our": [
218,
273
],
"results": [
219
],
"suggest": [
220
],
"cautious": [
221
],
"optimism": [
222
],
"use": [
225,
248
],
"shifts,": [
233
],
"also": [
235
],
"underscore": [
236
],
"importance": [
238
],
"considering": [
240
],
"non-climate": [
241
],
"drivers": [
242
],
"limits.": [
246
],
"The": [
247
],
"alternative": [
250
],
"make": [
255
],
"assumptions": [
257
],
"about": [
258
],
"contraction": [
262
],
"is": [
263
],
"new": [
265
],
"useful": [
268
],
"help": [
271
],
"inform": [
272
],
"understanding": [
274
],
"change": [
277
],
"effects": [
278
],
"on": [
279
],
"species.": [
280
]
},
"apc_list": {
"value": 1805,
"currency": "USD",
"value_usd": 1805,
"provenance": "doaj"
},
"apc_paid": {
"value": 1805,
"currency": "USD",
"value_usd": 1805,
"provenance": "doaj"
},
"authorships": [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5089391664",
"display_name": "James I. Watling",
"orcid": "https://orcid.org/0000-0003-4445-4808"
},
"institutions": [
{
"id": "https://openalex.org/I4210129924",
"display_name": "University of Fort Lauderdale",
"ror": "https://ror.org/03k9yfc35",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210129924"
]
},
{
"id": "https://openalex.org/I33213144",
"display_name": "University of Florida",
"ror": "https://ror.org/02y3ad647",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I33213144"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "James I. Watling",
"raw_affiliation_strings": [
"Ft Lauderdale Research and Education Center, University of Florida, Ft Lauderdale, Florida, United States of America"
],
"affiliations": [
{
"raw_affiliation_string": "Ft Lauderdale Research and Education Center, University of Florida, Ft Lauderdale, Florida, United States of America",
"institution_ids": [
"https://openalex.org/I4210129924",
"https://openalex.org/I33213144"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5047846376",
"display_name": "David N. Bucklin",
"orcid": "https://orcid.org/0009-0002-5315-2086"
},
"institutions": [
{
"id": "https://openalex.org/I33213144",
"display_name": "University of Florida",
"ror": "https://ror.org/02y3ad647",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I33213144"
]
},
{
"id": "https://openalex.org/I4210129924",
"display_name": "University of Fort Lauderdale",
"ror": "https://ror.org/03k9yfc35",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210129924"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "David N. Bucklin",
"raw_affiliation_strings": [
"Ft Lauderdale Research and Education Center, University of Florida, Ft Lauderdale, Florida, United States of America"
],
"affiliations": [
{
"raw_affiliation_string": "Ft Lauderdale Research and Education Center, University of Florida, Ft Lauderdale, Florida, United States of America",
"institution_ids": [
"https://openalex.org/I33213144",
"https://openalex.org/I4210129924"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5030879471",
"display_name": "Carolina Speroterra",
"orcid": null
},
"institutions": [
{
"id": "https://openalex.org/I4210129924",
"display_name": "University of Fort Lauderdale",
"ror": "https://ror.org/03k9yfc35",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210129924"
]
},
{
"id": "https://openalex.org/I33213144",
"display_name": "University of Florida",
"ror": "https://ror.org/02y3ad647",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I33213144"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Carolina Speroterra",
"raw_affiliation_strings": [
"Ft Lauderdale Research and Education Center, University of Florida, Ft Lauderdale, Florida, United States of America"
],
"affiliations": [
{
"raw_affiliation_string": "Ft Lauderdale Research and Education Center, University of Florida, Ft Lauderdale, Florida, United States of America",
"institution_ids": [
"https://openalex.org/I4210129924",
"https://openalex.org/I33213144"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5017228753",
"display_name": "Laura A. Brandt",
"orcid": "https://orcid.org/0000-0001-9655-0290"
},
"institutions": [
{
"id": "https://openalex.org/I1343028186",
"display_name": "United States Fish and Wildlife Service",
"ror": "https://ror.org/04k7dar27",
"country_code": "US",
"type": "government",
"lineage": [
"https://openalex.org/I1335927249",
"https://openalex.org/I1343028186"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Laura A. Brandt",
"raw_affiliation_strings": [
"U.S. Fish and Wildlife Service, Ft Lauderdale, Florida, United States of America"
],
"affiliations": [
{
"raw_affiliation_string": "U.S. Fish and Wildlife Service, Ft Lauderdale, Florida, United States of America",
"institution_ids": [
"https://openalex.org/I1343028186"
]
}
]
},
{
"author_position": "middle",
"author": {
"id": "https://openalex.org/A5015048252",
"display_name": "Frank J. Mazzotti",
"orcid": "https://orcid.org/0000-0002-7151-4071"
},
"institutions": [
{
"id": "https://openalex.org/I4210129924",
"display_name": "University of Fort Lauderdale",
"ror": "https://ror.org/03k9yfc35",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I4210129924"
]
},
{
"id": "https://openalex.org/I33213144",
"display_name": "University of Florida",
"ror": "https://ror.org/02y3ad647",
"country_code": "US",
"type": "education",
"lineage": [
"https://openalex.org/I33213144"
]
}
],
"countries": [
"US"
],
"is_corresponding": false,
"raw_author_name": "Frank J. Mazzotti",
"raw_affiliation_strings": [
"Ft Lauderdale Research and Education Center, University of Florida, Ft Lauderdale, Florida, United States of America"
],
"affiliations": [
{
"raw_affiliation_string": "Ft Lauderdale Research and Education Center, University of Florida, Ft Lauderdale, Florida, United States of America",
"institution_ids": [
"https://openalex.org/I4210129924",
"https://openalex.org/I33213144"
]
}
]
},
{
"author_position": "last",
"author": {
"id": "https://openalex.org/A5062132414",
"display_name": "Stephanie S. Roma\u00f1ach",
"orcid": "https://orcid.org/0000-0003-0271-7825"
},
"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": "Stephanie S. Roma\u00f1ach",
"raw_affiliation_strings": [
"Southeast Ecological Science Center, U.S. Geological Survey, Ft Lauderdale, Florida, United States of America"
],
"affiliations": [
{
"raw_affiliation_string": "Southeast Ecological Science Center, U.S. Geological Survey, Ft Lauderdale, Florida, United States of America",
"institution_ids": [
"https://openalex.org/I1286329397"
]
}
]
}
],
"best_oa_location": {
"is_oa": true,
"landing_page_url": "https://doi.org/10.1371/journal.pone.0063600",
"pdf_url": "https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0063600&type=printable",
"source": {
"id": "https://openalex.org/S202381698",
"display_name": "PLoS ONE",
"issn_l": "1932-6203",
"issn": [
"1932-6203"
],
"is_oa": true,
"is_in_doaj": true,
"is_core": true,
"host_organization": "https://openalex.org/P4310315706",
"host_organization_name": "Public Library of Science",
"host_organization_lineage": [
"https://openalex.org/P4310315706"
],
"host_organization_lineage_names": [
"Public Library of Science"
],
"type": "journal"
},
"license": "cc-by",
"license_id": "https://openalex.org/licenses/cc-by",
"version": "publishedVersion",
"is_accepted": true,
"is_published": true
},
"biblio": {
"volume": "8",
"issue": "5",
"first_page": "e63600",
"last_page": "e63600"
},
"citation_normalized_percentile": {
"value": 0.909228,
"is_in_top_1_percent": false,
"is_in_top_10_percent": true
},
"cited_by_api_url": "https://api.openalex.org/works?filter=cites:W2028065448",
"cited_by_count": 25,
"cited_by_percentile_year": {
"min": 92,
"max": 93
},
"concepts": [
{
"id": "https://openalex.org/C132651083",
"wikidata": "https://www.wikidata.org/wiki/Q7942",
"display_name": "Climate change",
"level": 2,
"score": 0.72269464
},
{
"id": "https://openalex.org/C169258074",
"wikidata": "https://www.wikidata.org/wiki/Q245748",
"display_name": "Random forest",
"level": 2,
"score": 0.54857475
},
{
"id": "https://openalex.org/C204323151",
"wikidata": "https://www.wikidata.org/wiki/Q905424",
"display_name": "Range (aeronautics)",
"level": 2,
"score": 0.5432341
},
{
"id": "https://openalex.org/C9679016",
"wikidata": "https://www.wikidata.org/wiki/Q1417473",
"display_name": "Principle of maximum entropy",
"level": 2,
"score": 0.5157321
},
{
"id": "https://openalex.org/C39432304",
"wikidata": "https://www.wikidata.org/wiki/Q188847",
"display_name": "Environmental science",
"level": 0,
"score": 0.4701417
},
{
"id": "https://openalex.org/C21200559",
"wikidata": "https://www.wikidata.org/wiki/Q7451068",
"display_name": "Sensitivity (control systems)",
"level": 2,
"score": 0.46449924
},
{
"id": "https://openalex.org/C168754636",
"wikidata": "https://www.wikidata.org/wiki/Q620920",
"display_name": "Climate model",
"level": 3,
"score": 0.4581039
},
{
"id": "https://openalex.org/C185933670",
"wikidata": "https://www.wikidata.org/wiki/Q52105",
"display_name": "Habitat",
"level": 2,
"score": 0.45226848
},
{
"id": "https://openalex.org/C65155139",
"wikidata": "https://www.wikidata.org/wiki/Q5380912",
"display_name": "Envelope (radar)",
"level": 3,
"score": 0.44078872
},
{
"id": "https://openalex.org/C132124917",
"wikidata": "https://www.wikidata.org/wiki/Q4257161",
"display_name": "Species distribution",
"level": 3,
"score": 0.4270497
},
{
"id": "https://openalex.org/C18903297",
"wikidata": "https://www.wikidata.org/wiki/Q7150",
"display_name": "Ecology",
"level": 1,
"score": 0.4254388
},
{
"id": "https://openalex.org/C2780648208",
"wikidata": "https://www.wikidata.org/wiki/Q3001793",
"display_name": "Land cover",
"level": 3,
"score": 0.42227685
},
{
"id": "https://openalex.org/C49204034",
"wikidata": "https://www.wikidata.org/wiki/Q52139",
"display_name": "Climatology",
"level": 1,
"score": 0.32953352
},
{
"id": "https://openalex.org/C105795698",
"wikidata": "https://www.wikidata.org/wiki/Q12483",
"display_name": "Statistics",
"level": 1,
"score": 0.31946486
},
{
"id": "https://openalex.org/C41008148",
"wikidata": "https://www.wikidata.org/wiki/Q21198",
"display_name": "Computer science",
"level": 0,
"score": 0.30132392
},
{
"id": "https://openalex.org/C33923547",
"wikidata": "https://www.wikidata.org/wiki/Q395",
"display_name": "Mathematics",
"level": 0,
"score": 0.2855996
},
{
"id": "https://openalex.org/C86803240",
"wikidata": "https://www.wikidata.org/wiki/Q420",
"display_name": "Biology",
"level": 0,
"score": 0.23998874
},
{
"id": "https://openalex.org/C119857082",
"wikidata": "https://www.wikidata.org/wiki/Q2539",
"display_name": "Machine learning",
"level": 1,
"score": 0.2150895
},
{
"id": "https://openalex.org/C4792198",
"wikidata": "https://www.wikidata.org/wiki/Q1165944",
"display_name": "Land use",
"level": 2,
"score": 0.19108537
},
{
"id": "https://openalex.org/C127313418",
"wikidata": "https://www.wikidata.org/wiki/Q1069",
"display_name": "Geology",
"level": 0,
"score": 0.12562722
},
{
"id": "https://openalex.org/C127413603",
"wikidata": "https://www.wikidata.org/wiki/Q11023",
"display_name": "Engineering",
"level": 0,
"score": 0.10244253
},
{
"id": "https://openalex.org/C76155785",
"wikidata": "https://www.wikidata.org/wiki/Q418",
"display_name": "Telecommunications",
"level": 1,
"score": 0.0
},
{
"id": "https://openalex.org/C554190296",
"wikidata": "https://www.wikidata.org/wiki/Q47528",
"display_name": "Radar",
"level": 2,
"score": 0.0
},
{
"id": "https://openalex.org/C24326235",
"wikidata": "https://www.wikidata.org/wiki/Q126095",
"display_name": "Electronic engineering",
"level": 1,
"score": 0.0
},
{
"id": "https://openalex.org/C146978453",
"wikidata": "https://www.wikidata.org/wiki/Q3798668",
"display_name": "Aerospace engineering",
"level": 1,
"score": 0.0
}
],
"corresponding_author_ids": [],
"corresponding_institution_ids": [],
"countries_distinct_count": 1,
"counts_by_year": [
{
"year": 2024,
"cited_by_count": 1
},
{
"year": 2023,
"cited_by_count": 1
},
{
"year": 2022,
"cited_by_count": 2
},
{
"year": 2021,
"cited_by_count": 4
},
{
"year": 2020,
"cited_by_count": 3
},
{
"year": 2018,
"cited_by_count": 5
},
{
"year": 2017,
"cited_by_count": 2
},
{
"year": 2016,
"cited_by_count": 3
},
{
"year": 2015,
"cited_by_count": 1
},
{
"year": 2014,
"cited_by_count": 3
}
],
"created_date": "2016-06-24",
"datasets": [],
"display_name": "Validating Predictions from Climate Envelope Models",
"doi": "https://doi.org/10.1371/journal.pone.0063600",
"fulltext_origin": "pdf",
"fwci": 1.934,
"grants": [],
"has_fulltext": true,
"id": "https://openalex.org/W2028065448",
"ids": {
"openalex": "https://openalex.org/W2028065448",
"doi": "https://doi.org/10.1371/journal.pone.0063600",
"mag": "2028065448",
"pmid": "https://pubmed.ncbi.nlm.nih.gov/23717452",
"pmcid": "https://www.ncbi.nlm.nih.gov/pmc/articles/3662712"
},
"indexed_in": [
"crossref",
"pubmed"
],
"institutions_distinct_count": 4,
"is_paratext": false,
"is_retracted": false,
"keywords": [
{
"id": "https://openalex.org/keywords/species-distribution-modeling",
"display_name": "Species Distribution Modeling",
"score": 0.587607
},
{
"id": "https://openalex.org/keywords/habitat-suitability",
"display_name": "Habitat Suitability",
"score": 0.561295
},
{
"id": "https://openalex.org/keywords/habitat-selection",
"display_name": "Habitat Selection",
"score": 0.558105
},
{
"id": "https://openalex.org/keywords/model-evaluation",
"display_name": "Model Evaluation",
"score": 0.541823
},
{
"id": "https://openalex.org/keywords/species-richness",
"display_name": "Species Richness",
"score": 0.511412
},
{
"id": "https://openalex.org/keywords/envelope",
"display_name": "Envelope (radar)",
"score": 0.44078872
},
{
"id": "https://openalex.org/keywords/species-distribution",
"display_name": "Species distribution",
"score": 0.4270497
},
{
"id": "https://openalex.org/keywords/land-cover",
"display_name": "Land cover",
"score": 0.42227685
}
],
"language": "en",
"locations": [
{
"is_oa": true,
"landing_page_url": "https://doi.org/10.1371/journal.pone.0063600",
"pdf_url": "https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0063600&type=printable",
"source": {
"id": "https://openalex.org/S202381698",
"display_name": "PLoS ONE",
"issn_l": "1932-6203",
"issn": [
"1932-6203"
],
"is_oa": true,
"is_in_doaj": true,
"is_core": true,
"host_organization": "https://openalex.org/P4310315706",
"host_organization_name": "Public Library of Science",
"host_organization_lineage": [
"https://openalex.org/P4310315706"
],
"host_organization_lineage_names": [
"Public Library of Science"
],
"type": "journal"
},
"license": "cc-by",
"license_id": "https://openalex.org/licenses/cc-by",
"version": "publishedVersion",
"is_accepted": true,
"is_published": true
},
{
"is_oa": true,
"landing_page_url": "https://europepmc.org/articles/pmc3662712",
"pdf_url": "https://europepmc.org/articles/pmc3662712?pdf=render",
"source": {
"id": "https://openalex.org/S4306400806",
"display_name": "Europe PMC (PubMed Central)",
"issn_l": null,
"issn": null,
"is_oa": true,
"is_in_doaj": false,
"is_core": false,
"host_organization": "https://openalex.org/I1303153112",
"host_organization_name": "European Bioinformatics Institute",
"host_organization_lineage": [
"https://openalex.org/I1303153112"
],
"host_organization_lineage_names": [
"European Bioinformatics Institute"
],
"type": "repository"
},
"license": "public-domain",
"license_id": "https://openalex.org/licenses/public-domain",
"version": "publishedVersion",
"is_accepted": true,
"is_published": true
},
{
"is_oa": true,
"landing_page_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3662712",
"pdf_url": null,
"source": {
"id": "https://openalex.org/S2764455111",
"display_name": "PubMed Central",
"issn_l": null,
"issn": null,
"is_oa": true,
"is_in_doaj": false,
"is_core": false,
"host_organization": "https://openalex.org/I1299303238",
"host_organization_name": "National Institutes of Health",
"host_organization_lineage": [
"https://openalex.org/I1299303238"
],
"host_organization_lineage_names": [
"National Institutes of Health"
],
"type": "repository"
},
"license": null,
"license_id": null,
"version": "publishedVersion",
"is_accepted": true,
"is_published": true
},
{
"is_oa": false,
"landing_page_url": "https://pubmed.ncbi.nlm.nih.gov/23717452",
"pdf_url": null,
"source": {
"id": "https://openalex.org/S4306525036",
"display_name": "PubMed",
"issn_l": null,
"issn": null,
"is_oa": false,
"is_in_doaj": false,
"is_core": false,
"host_organization": "https://openalex.org/I1299303238",
"host_organization_name": "National Institutes of Health",
"host_organization_lineage": [
"https://openalex.org/I1299303238"
],
"host_organization_lineage_names": [
"National Institutes of Health"
],
"type": "repository"
},
"license": null,
"license_id": null,
"version": null,
"is_accepted": false,
"is_published": false
}
],
"locations_count": 4,
"mesh": [
{
"descriptor_ui": "D063147",
"descriptor_name": "Animal Distribution",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": true
},
{
"descriptor_ui": "D001717",
"descriptor_name": "Birds",
"qualifier_ui": "Q000033",
"qualifier_name": "anatomy & histology",
"is_major_topic": true
},
{
"descriptor_ui": "D057231",
"descriptor_name": "Climate Change",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": true
},
{
"descriptor_ui": "D000465",
"descriptor_name": "Algorithms",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
},
{
"descriptor_ui": "D000818",
"descriptor_name": "Animals",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
},
{
"descriptor_ui": "D001717",
"descriptor_name": "Birds",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
},
{
"descriptor_ui": "D049628",
"descriptor_name": "Body Size",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
},
{
"descriptor_ui": "D003247",
"descriptor_name": "Conservation of Natural Resources",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
},
{
"descriptor_ui": "D017753",
"descriptor_name": "Ecosystem",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
},
{
"descriptor_ui": "D005544",
"descriptor_name": "Forecasting",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
},
{
"descriptor_ui": "D008954",
"descriptor_name": "Models, Biological",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
},
{
"descriptor_ui": "D015233",
"descriptor_name": "Models, Statistical",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
},
{
"descriptor_ui": "D014481",
"descriptor_name": "United States",
"qualifier_ui": "",
"qualifier_name": null,
"is_major_topic": false
}
],
"ngrams_url": "https://api.openalex.org/works/W2028065448/ngrams",
"open_access": {
"is_oa": true,
"oa_status": "gold",
"oa_url": "https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0063600&type=printable",
"any_repository_has_fulltext": true
},
"primary_location": {
"is_oa": true,
"landing_page_url": "https://doi.org/10.1371/journal.pone.0063600",
"pdf_url": "https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0063600&type=printable",
"source": {
"id": "https://openalex.org/S202381698",
"display_name": "PLoS ONE",
"issn_l": "1932-6203",
"issn": [
"1932-6203"
],
"is_oa": true,
"is_in_doaj": true,
"is_core": true,
"host_organization": "https://openalex.org/P4310315706",
"host_organization_name": "Public Library of Science",
"host_organization_lineage": [
"https://openalex.org/P4310315706"
],
"host_organization_lineage_names": [
"Public Library of Science"
],
"type": "journal"
},
"license": "cc-by",
"license_id": "https://openalex.org/licenses/cc-by",
"version": "publishedVersion",
"is_accepted": true,
"is_published": true
},
"primary_topic": {
"id": "https://openalex.org/T10895",
"display_name": "Species Distribution Modeling and Climate Change Impacts",
"score": 1.0,
"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": "2013-05-23",
"publication_year": 2013,
"referenced_works": [
"https://openalex.org/W1541774929",
"https://openalex.org/W1568201516",
"https://openalex.org/W1650917424",
"https://openalex.org/W1697990593",
"https://openalex.org/W1984434672",
"https://openalex.org/W2005405996",
"https://openalex.org/W2006205503",
"https://openalex.org/W2015968788",
"https://openalex.org/W2025398831",
"https://openalex.org/W2047384175",
"https://openalex.org/W2070750558",
"https://openalex.org/W2074146718",
"https://openalex.org/W2076041132",
"https://openalex.org/W2081435682",
"https://openalex.org/W2082076621",
"https://openalex.org/W2103919309",
"https://openalex.org/W2111158823",
"https://openalex.org/W2115268776",
"https://openalex.org/W2117278329",
"https://openalex.org/W2124975988",
"https://openalex.org/W2131803207",
"https://openalex.org/W2135545163",
"https://openalex.org/W2139086914",
"https://openalex.org/W2139416101",
"https://openalex.org/W2140534668",
"https://openalex.org/W2149507322",
"https://openalex.org/W2149752076",
"https://openalex.org/W2155314649",
"https://openalex.org/W2155988679",
"https://openalex.org/W2163816695",
"https://openalex.org/W2170473141",
"https://openalex.org/W239848632",
"https://openalex.org/W2939474406",
"https://openalex.org/W4249209379",
"https://openalex.org/W649861214"
],
"referenced_works_count": 35,
"related_works": [
"https://openalex.org/W4386167800",
"https://openalex.org/W4378806012",
"https://openalex.org/W4378805937",
"https://openalex.org/W4366004136",
"https://openalex.org/W4364359473",
"https://openalex.org/W2983473129",
"https://openalex.org/W2415097577",
"https://openalex.org/W2073227694",
"https://openalex.org/W2029815040",
"https://openalex.org/W1997243754"
],
"sustainable_development_goals": [
{
"id": "https://metadata.un.org/sdg/13",
"display_name": "Climate action",
"score": 0.76
}
],
"title": "Validating Predictions from Climate Envelope Models",
"topics": [
{
"id": "https://openalex.org/T10895",
"display_name": "Species Distribution Modeling and Climate Change Impacts",
"score": 1.0,
"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/T10005",
"display_name": "Biodiversity Conservation and Ecosystem Management",
"score": 0.9972,
"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"
}
},
{
"id": "https://openalex.org/T10199",
"display_name": "Wildlife Ecology and Conservation Biology",
"score": 0.9955,
"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"
}
}
],
"type": "article",
"type_crossref": "journal-article",
"updated_date": "2024-08-15T06:11:37.695668",
"versions": []
}
}