Paper · 2024 · Plants

The Influence of Climate Change on the Distribution of Hibiscus mutabilis in China: MaxEnt Model-Based Prediction

Lu Zhang; Beibei Jiang; Yu Meng; et al.

8
claims
11
verbatim quotes
18
citations
2
research areas
✓
Open access · cc-by

Abstract

Our study utilized 374 geographical distribution records of H. mutabilis and 19 bioclimatic factors, employing the MaxEnt model and the Geographic Information System (ArcGIS). The key environmental variables influencing the suitable distribution areas of H. mutabilis were analyzed through the comprehensive contribution rate, permutation importance, and Pearson correlation coefficient. Based on this analysis, the contemporary and future suitable distribution areas and their extents were predicted. The results indicate that the key limiting factor affecting the suitable distribution areas of H. mutabilis is the precipitation of the driest month (bio14), with secondary factors being annual precipitation (bio12), annual mean temperature (bio1), and annual temperature range (bio7). Under contemporary climate conditions, the total suitable area for H. mutabilis is approximately 2,076,600 km2, primarily concentrated in the tropical and subtropical regions of southeastern China. Under low-to-medium-emission scenarios (SSP1-2.6, SSP2-4.5), the total suitable area of H. mutabilis shows a trend of first decreasing and then increasing compared to the current scenario. In contrast, under high-emission scenarios (SSP5-8.5), it exhibits a trend of first increasing and then decreasing. The spatial pattern changes indicate that the retention rate of suitable areas for H. mutabilis ranges from 95.28% to 99.28%, with the distribution centers primarily located in Hunan and Guizhou provinces, showing an overall migration trend towards the west and north. These findings suggest that H. mutabilis possesses a certain level of adaptability to climate change. However, it is crucial to consider regional drought and sudden drought events in practical cultivation and introduction processes. The results of our study provide a scientific basis for the rational cultivation management, conservation, and utilization of germplasm resources of H. mutabilis.

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Claims 8

Associationobservedoriginal resultsimulated

Claim · model-written summary

Precipitation of the driest month (bio14) is the key limiting factor for the suitable distribution areas of Hibiscus mutabilis.

Taxon
H. mutabilisHibiscus mutabilise1
Treatment
precipitation of the driest month (bio14)e1
Outcome
suitable distribution arease1

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hibiscus mutabilis
Hibiscus mutabilis · TaxonUser ???? on zh.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e1

“the key limiting factor affecting the suitable distribution areas of H. mutabilis is the precipitation of the driest month (bio14)”

✓ located verbatim in the source · abstract, characters 528–658 · show in text ↑
Observationobservedoriginal resultsimulated

Claim · model-written summary

The total suitable area of Hibiscus mutabilis under contemporary climate is about 2,076,600 km2, mainly in southeastern China.

Taxon
H. mutabilisHibiscus mutabilise2
Outcome
total suitable areae2
Value
2,076,600 km2e2
Setting
tropical and subtropical regions of southeastern Chinae2

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hibiscus mutabilis
Hibiscus mutabilis · TaxonUser ???? on zh.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e2

“Under contemporary climate conditions, the total suitable area for H. mutabilis is approximately 2,076,600 km2, primarily concentrated in the tropical and subtropical regions of southeastern China”

✓ located verbatim in the source · abstract, characters 788–984 · show in text ↑
Associationobservedoriginal resultprojected

Claim · model-written summary

Under low-to-medium-emission scenarios, the total suitable area of Hibiscus mutabilis first decreases and then increases compared with the current scenario.

Taxon
H. mutabilisHibiscus mutabilise3
Treatment
low-to-medium-emission scenarios (SSP1-2.6, SSP2-4.5)e3
Outcome
total suitable areae3
Direction
first decreasing and then increasinge3
Comparator
current scenarioe3

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hibiscus mutabilis
Hibiscus mutabilis · TaxonUser ???? on zh.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e3

“Under low-to-medium-emission scenarios (SSP1-2.6, SSP2-4.5), the total suitable area of H. mutabilis shows a trend of first decreasing and then increasing compared to the current scenario”

✓ located verbatim in the source · abstract, characters 986–1173 · show in text ↑
Associationobservedoriginal resultprojected

Claim · model-written summary

Under high-emission scenarios (SSP5-8.5), the total suitable area of Hibiscus mutabilis first increases and then decreases.

Taxon
H. mutabilisHibiscus mutabilise3
Treatment
high-emission scenarios (SSP5-8.5)e4
Outcome
total suitable areae3
Direction
first increasing and then decreasinge4
Comparator
current scenarioe3

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hibiscus mutabilis
Hibiscus mutabilis · TaxonUser ???? on zh.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e3

“Under low-to-medium-emission scenarios (SSP1-2.6, SSP2-4.5), the total suitable area of H. mutabilis shows a trend of first decreasing and then increasing compared to the current scenario”

✓ located verbatim in the source · abstract, characters 986–1173 · show in text ↑
e4

“In contrast, under high-emission scenarios (SSP5-8.5), it exhibits a trend of first increasing and then decreasing”

✓ located verbatim in the source · abstract, characters 1175–1289 · show in text ↑
Observationobservedoriginal resultprojected

Claim · model-written summary

The retention rate of suitable areas for Hibiscus mutabilis ranges from 95.28% to 99.28%.

Taxon
H. mutabilisHibiscus mutabilise5
Outcome
retention rate of suitable arease5
Value
95.28% to 99.28%e5

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hibiscus mutabilis
Hibiscus mutabilis · TaxonUser ???? on zh.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e5

“The spatial pattern changes indicate that the retention rate of suitable areas for H. mutabilis ranges from 95.28% to 99.28%”

✓ located verbatim in the source · abstract, characters 1291–1415 · show in text ↑
Observationobservedoriginal resultprojected

Claim · model-written summary

The distribution centres of Hibiscus mutabilis lie mainly in Hunan and Guizhou and shift overall towards the west and north.

Taxon
H. mutabilisHibiscus mutabilise5
Outcome
distribution centerse6
Qualifier
overall migration trend towards the west and northe6
Setting
Hunan and Guizhou provincese6

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hibiscus mutabilis
Hibiscus mutabilis · TaxonUser ???? on zh.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e5

“The spatial pattern changes indicate that the retention rate of suitable areas for H. mutabilis ranges from 95.28% to 99.28%”

✓ located verbatim in the source · abstract, characters 1291–1415 · show in text ↑
e6

“with the distribution centers primarily located in Hunan and Guizhou provinces, showing an overall migration trend towards the west and north”

✓ located verbatim in the source · abstract, characters 1417–1558 · show in text ↑
Observationauthor interpretationoriginal resultpositivesimulated

Claim · model-written summary

Hibiscus mutabilis has a certain level of adaptability to climate change.

Taxon
H. mutabilisHibiscus mutabilise7
Outcome
adaptability to climate changee7
Qualifier
a certain level ofe7

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hibiscus mutabilis
Hibiscus mutabilis · TaxonUser ???? on zh.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e7

“These findings suggest that H. mutabilis possesses a certain level of adaptability to climate change”

✓ located verbatim in the source · abstract, characters 1560–1660 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Regional drought and sudden drought events should be considered in practical cultivation and introduction of Hibiscus mutabilis.

Taxon
H. mutabilisHibiscus mutabilise0
Outcome
regional drought and sudden drought eventse1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hibiscus mutabilis
Hibiscus mutabilis · TaxonUser ???? on zh.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“These findings suggest that H. mutabilis possesses a certain level of adaptability to climate change”

✓ located verbatim in the source · abstract, characters 1560–1660 · show in text ↑
e1

“it is crucial to consider regional drought and sudden drought events in practical cultivation and introduction processes”

✓ located verbatim in the source · abstract, characters 1671–1791 · show in text ↑