Modelling the potential distribution of endangered, endemic Hibiscus brackenridgei on Oahu to assess the impacts of climate change and prioritize conservation efforts.

2013 ◽  
Vol 19 (2) ◽  
pp. 156 ◽  
Author(s):  
Corey Rovzar ◽  
Thomas W Gillespie ◽  
Kapua Kawelo ◽  
Maggie McCain ◽  
Erin C Riordan ◽  
...  
Keyword(s):  
Climate Change ◽  
Endangered Species ◽  
Species Distribution ◽  
Potential Distribution ◽  
Dry Forest ◽  
Potential Range ◽  
Climate Change Scenarios ◽  
Presence Data ◽  
The Future ◽  
Emissions Scenarios

In the Hawaiian dry forest, 45% of all tropical dry forest trees and shrubs are on the federal threatened and endangered species list. Research is needed to understand the current range of these endangered species, the factors that affect their current and future distributions, and ultimately, identify areas where the most successful restoration can be undertaken. This research uses species distribution modelling to predict the potential range of Hibiscus brackenridgei, the state flower of Hawaii and a federally endangered species found on Oahu. We used presence data and the modelling algorithm Maxent to model the current potential distribution of H. brackenridgei, identify climate and environmental variables that influence the species’ distribution, and model the species’ predicted future distribution based on a range of projected climate change scenarios. Statistical analysis suggests that the Maxent models accurately predict the species’ distribution, and therefore, may be useful for conservation management. Comparing the current model with the future models of changes for 2060-2089, changes in the potential niche of H. brackenridgei only range by -4% to 14%. This suggests that the predicted changes in climate, under both low (B2a) and high (A2a) SRES (Special Report on Emissions Scenarios) global emissions scenarios, may not significantly impact the future distribution of H. brackenridgei on Oahu. We identified a total of 115 km2 of very highly (≥ 0.70) and highly (≥ 0.50) suitable habitat which represents potential areas where restoration projects could be implemented. This research suggests that threats like habitat loss, fire, invasive species, and grazing may be more important than climate for the future conservation of Hawaiian dry forest species.

scholarly journals Estimating potential range shift of some wild bees in response to climate change scenarios in northwestern regions of Iran

2021 ◽  
Vol 45 (1) ◽  
Author(s):  
Ehsan Rahimi ◽  
Shahindokht Barghjelveh ◽  
Pinliang Dong
Keyword(s):  
Climate Change ◽  
Habitat Quality ◽  
Species Distribution ◽  
Range Shift ◽  
Potential Range ◽  
Climate Change Scenarios ◽  
Natural Ecosystem ◽  
Quality Changes ◽  
Wild Bees ◽  
The Future

Abstract Background Climate change is occurring rapidly around the world, and is predicted to have a large impact on biodiversity. Various studies have shown that climate change can alter the geographical distribution of wild bees. As climate change affects the species distribution and causes range shift, the degree of range shift and the quality of the habitats are becoming more important for securing the species diversity. In addition, those pollinator insects are contributing not only to shaping the natural ecosystem but also to increased crop production. The distributional and habitat quality changes of wild bees are of utmost importance in the climate change era. This study aims to investigate the impact of climate change on distributional and habitat quality changes of five wild bees in northwestern regions of Iran under two representative concentration pathway scenarios (RCP 4.5 and RCP 8.5). We used species distribution models to predict the potential range shift of these species in the year 2070. Result The effects of climate change on different species are different, and the increase in temperature mainly expands the distribution ranges of wild bees, except for one species that is estimated to have a reduced potential range. Therefore, the increase in temperature would force wild bees to shift to higher latitudes. There was also significant uncertainty in the use of different models and the number of environmental layers employed in the modeling of habitat suitability. Conclusion The increase in temperature caused the expansion of species distribution and wider areas would be available to the studied species in the future. However, not all of this possible range may include high-quality habitats, and wild bees may limit their niche to suitable habitats. On the other hand, the movement of species to higher latitudes will cause a mismatch between farms and suitable areas for wild bees, and as a result, farmers will face a shortage of pollination from wild bees. We suggest that farmers in these areas be aware of the effects of climate change on agricultural production and consider the use of managed bees in the future.

scholarly journals The current and future potential geographical distribution of the oriental fruit fly,Bactrocera dorsalis(Diptera: Tephritidae)

2007 ◽  
Vol 97 (4) ◽  
pp. 369-378 ◽  
Author(s):  
A.E.A. Stephens ◽  
D.J. Kriticos ◽  
A. Leriche
Keyword(s):  
Climate Change ◽  
Cold Stress ◽  
Potential Distribution ◽  
Fruit Fly ◽  
Climatic Conditions ◽  
Bactrocera Dorsalis ◽  
Potential Range ◽  
Climate Change Scenarios ◽  
Oriental Fruit Fly ◽  
The Impact

AbstractThe oriental fruit fly,Bactrocera dorsalis(Hendel), is a major pest throughout South East Asia and in a number of Pacific Islands. As a result of their widespread distribution, pest status, invasive ability and potential impact on market access,B. dorsalisand many other fruit fly species are considered major threats to many countries. CLIMEX™ was used to model the potential global distribution ofB. dorsalisunder current and future climate scenarios. Under current climatic conditions, its projected potential distribution includes much of the tropics and subtropics and extends into warm temperate areas such as southern Mediterranean Europe. The model projects optimal climatic conditions forB. dorsalisin the south-eastern USA, where the principle range-limiting factor is likely to be cold stress. As a result of climate change, the potential global range forB. dorsalisis projected to extend further polewards as cold stress boundaries recede. However, the potential range contracts in areas where precipitation is projected to decrease substantially. The significant increases in the potential distribution ofB. dorsalisprojected under the climate change scenarios suggest that the World Trade Organization should allow biosecurity authorities to consider the effects of climate change when undertaking pest risk assessments. One of the most significant areas of uncertainty in climate change concerns the greenhouse gas emissions scenarios. Results are provided that span the range of standard Intergovernmental Panel on Climate Change scenarios. The impact on the projected distribution ofB. dorsalisis striking, but affects the relative abundance of the fly within the total suitable range more than the total area of climatically suitable habitat.

scholarly journals Predicting the Potential Habitat of Three Endangered Species of Carpinus genus under Climate Change and Human Activity

Forests ◽  
2021 ◽  
Vol 12 (9) ◽  
pp. 1216
Author(s):  
Jiejie Sun ◽  
Lei Feng ◽  
Tongli Wang ◽  
Xiangni Tian ◽  
Xiao He ◽  
...  
Keyword(s):  
Climate Change ◽  
Endangered Species ◽  
Future Climate Change ◽  
Climate Change Scenarios ◽  
Potential Habitat ◽  
Human Footprint ◽  
Precipitation Seasonality ◽  
The Future ◽  
Potential Habitats ◽  
The Impact

The impact of climate change and human activities on endangered plants has been a serious concern in forest ecology. Some Carpinus plants have become extinct. Thus, we need to pay more attention to the Carpinus plants that are not yet extinct but are endangered. Here, we employed the species distribution model (SDM) considering different climate change scenarios and human footprint to test the potential habitat changes of three Carpinus species (C. oblongifolia, C. tientaiensis, and C. purpurinervis) in the future. Our results showed that the mean diurnal range of temperature (MDRT), isothermality, mean temperature of wettest quarter, and human footprint were the most influential factors determining the distribution of C. oblongifolia. Precipitation seasonality (coefficient of variation), MDRT, and precipitation of driest quarter were the most important climatic factors affecting C. tientaiensis. The minimum temperature of the coldest month was the most important factor in the distribution of C. purpurinervis. Our results also showed that the three species had different adaptability and habitat change trends under the future climate change scenarios, although they belong to the same genus. The potential habitats of C. oblongifolia would expand in the future, while the potential habitats of C. tientaiensis and C. purpurinervis would decrease for the same period. The predicted changes of these three endangered species on temporal and spatial patterns could provide a theoretical basis for their conservation strategies.

scholarly journals Potential impacts to dry forest species distribution under two climate change scenarios in southern Ecuador

2017 ◽  
Vol 3 (1) ◽  
pp. 18-29 ◽  
Author(s):  
Nikolay Aguirre ◽  
Paul Eguiguren ◽  
Juan Maita ◽  
Tatiana Ojeda ◽  
Natalia Sanamiego ◽  
...  
Keyword(s):  
Climate Change ◽  
Species Distribution ◽  
Dry Forest ◽  
Climate Change Scenarios ◽  
Forest Species ◽  
Southern Ecuador

scholarly journals Climate Change Can Drive a Significant Loss of Suitable Habitat for Polylepis quadrijuga, a Treeline Species in the Sky Islands of the Northern Andes

2021 ◽  
Vol 9 ◽  
Author(s):  
Lina Caballero-Villalobos ◽  
Francisco Fajardo-Gutiérrez ◽  
Mariasole Calbi ◽  
Gustavo A. Silva-Arias
Keyword(s):  
Climate Change ◽  
Species Distribution ◽  
Ex Situ ◽  
Future Climate Change ◽  
Suitable Habitat ◽  
Climate Change Scenarios ◽  
Sky Islands ◽  
Future Projections ◽  
Wide Range ◽  
The Future

It is predicted that climate change will strongly affect plant distributions in high elevation “sky islands” of tropical Andes. Polylepis forests are a dominant element of the treeline throughout the Andes Cordillera in South America. However, little is known about the climatic factors underlying the current distribution of Polylepis trees and the possible effect of global climate change. The species Polylepis quadrijuga is endemic to the Colombian Eastern Cordillera, where it plays a fundamental ecological role in high-altitude páramo-forest ecotones. We sought to evaluate the potential distribution of P. quadrijuga under future climate change scenarios using ensemble modeling approaches. We conducted a comprehensive assessment of future climatic projections deriving from 12 different general circulation models (GCMs), four Representative Concentration Pathways (R) emissions scenarios, and two different time frames (2041–2060 and 2061–2080). Additionally, based on the future projections, we evaluate the effectiveness of the National System of Protected Natural Areas of Colombia (SINAP) and Páramo Complexes of Colombia (PCC) in protecting P. quadrijuga woodlands. Here, we compiled a comprehensive set of observations of P. quadrijuga and study them in connection with climatic and topographic variables to identify environmental predictors of the species distribution, possible habitat differentiation throughout the geographic distribution of the species, and predict the effect of different climate change scenarios on the future distribution of P. quadrijuga. Our results predict a dramatic loss of suitable habitat due to climate change on this key tropical Andean treeline species. The ensemble Habitat Suitability Modeling (HSM) shows differences in suitable scores among north and south regions of the species distribution consistent with differences in topographic features throughout the available habitat of P. quadrijuga. Future projections of the HSM predicted the Páramo complex “Sumapaz-Cruz Verde” as a major area for the long-term conservation of P. quadrijuga because it provides a wide range of suitable habitats for the different evaluated climate change scenarios. We provide the first set of priority areas to perform both in situ and ex situ conservation efforts based on suitable habitat projections.

scholarly journals Neglected and Underutilized Fruit Species in Sri Lanka: Prioritisation and Understanding the Potential Distribution under Climate Change

Agronomy ◽  
2019 ◽  
Vol 10 (1) ◽  
pp. 34 ◽  
Author(s):  
Sujith S. Ratnayake ◽  
Lalit Kumar ◽  
Champika S. Kariyawasam
Keyword(s):  
Climate Change ◽  
Sri Lanka ◽  
Potential Distribution ◽  
Potential Range ◽  
Fruit Species ◽  
Emissions Scenarios ◽  
Rcp 8.5 ◽  
Food Security And Nutrition ◽  
Suitable Area ◽  
The Impact

Neglected and underutilized fruit species (NUFS) can make an important contribution to the economy, food security and nutrition requirement for Sri Lanka. Identifying suitable areas for cultivation of NUFS is of paramount importance to deal with impending climate change issues. Nevertheless, limited studies have been carried out to assess the impact of climate change on the potential distribution of NUFS. Therefore, we examined the potential range changes of NUFS in a tropical climate using a case study from Sri Lanka. We prioritized and modeled the potentially suitable areas for four NUFS, namely Aegle marmelos, Annona muricata, Limonia acidissima and Tamarindus indica under current and projected climates (RCP 4.5 and RCP 8.5) for 2050 and 2070 using the maximum entropy (Maxent) species distribution modeling (SDM) approach. Potentially suitable areas for NUFS are predicted to decrease in the future under both scenarios. Out of the four NUFS, T. indica appears to be at the highest risk due to reduction in potential areas that are suitable for its growth under both emissions scenarios. The predicted suitable area reductions of this species for 2050 and 2070 are estimated as >75% compared to the current climate. A region of potentially higher climatic suitability was found around mid-county for multiple NUFS, which is also predicted to decrease under projected climate change. Further, the study identified high-potential agro-ecological regions (AERs) located in the mid-country’s wet and intermediate zones as the most suitable areas for promoting the cultivation of NUFS. The findings show the potential for incorporating predictive modeling into the management of NUFS under projected climate change. This study highlights the requirements of climate change adaptation strategies and focused research that can increase the resilience of NUFS to future changes in climate.

scholarly journals Assessing the distribution of a Vulnerable felid species: threats from human land use and climate change to the kodkod Leopardus guigna

Oryx ◽  
2014 ◽  
Vol 49 (4) ◽  
pp. 611-618 ◽  
Author(s):  
Griet A.E. Cuyckens ◽  
Miriam M. Morales ◽  
Marcelo F. Tognelli
Keyword(s):  
Climate Change ◽  
Land Use ◽  
Protected Areas ◽  
Potential Distribution ◽  
Future Climate Change ◽  
Potential Range ◽  
Climate Change Scenarios ◽  
Human Land Use ◽  
Chilean Matorral ◽  
Leopardus Guigna

AbstractClimate change and habitat fragmentation are considered key pressures on biodiversity, and mammalian carnivores with a limited geographical distribution are particularly vulnerable. The kodkod Leopardus guigna, a small felid endemic to the temperate forests of southern Chile and Argentina, has the smallest geographical range of any New World felid. Although the species occurs in protected areas in both countries, it is not known how well these areas protect the kodkod either currently or under climate change scenarios. We used species distribution models and spatial analyses to assess the distribution of the kodkod, examining the effects of changes in human land use and future climate change. We also assessed the species’ present representation in protected areas and in light of climate change scenarios. We found that the kodkod has already lost 5.5% of its range as a result of human land use, particularly in central areas of its distribution with intermediate habitat suitability. Climate change, together with human land use, will affect 40% of the kodkod's present potential distribution by the year 2050. Currently, 12.5% of the species’ potential distribution lies in protected areas and this will increase to 14% in the future. This increase does not, however, mean an increase in protected habitat but rather a reduction of the species' total potential range; a relatively larger percentage will be protected in Argentina than in Chile but the species is more susceptible to extinction in Argentina and the Chilean Matorral.

scholarly journals Potential changes in the distribution of Delphinium bolosii and related taxa of the series Fissa from the Iberian Peninsula under future climate change scenarios

2021 ◽  
Vol 43 ◽  
pp. 147-166
Author(s):  
Rubén Ramírez-Rodríguez ◽  
Manuel Melendo-Luque ◽  
Juan Diego Rus-Moreno ◽  
Francisco Amich
Keyword(s):  
Climate Change ◽  
Iberian Peninsula ◽  
Species Distribution ◽  
Potential Distribution ◽  
Species Distribution Modelling ◽  
Future Climate ◽  
Distribution Area ◽  
Future Climate Change ◽  
Climate Change Scenarios ◽  
Climatic Scenarios

A particular threat posed by climate change for biodiversity conservation, one which has scarcely been studied, is the overlap of the potential distribution areas in phylogenetically closely related species. In this study, Species Distribution Modelling (SDM) was used to investigate the potential changes in the distribution of Delphinium bolosii and D. fissum subsp. sordidum under future climatic scenarios. These two closely related and endangered endemic species from the Iberian Peninsula do not have complete reproductive barriers between them. The two models selected different predictors with a similar effect in the biological cycle. Both taxa need low winter temperatures to break seed dormancy and sufficient rainfall to complete the flowering and fruiting stages. The current potential distribution areas of both taxa do not currently overlap. However, the results showed that potential changes may take place in the species’ distribution range under future climate scenarios. The models predict a reduction of the potential distribution area of D. bolosii while, conversely, the potential distribution area of D. fissum subsp. sordidum increased. In both cases, the predicted contraction in range is very high, and loss of habitat suitability in some current localities is worrying. Notwithstanding, the models do not predict overlaps of potential areas under climate change scenarios. Our findings can be used to define areas and populations of high priority for conservation or to take action against the impacts of climate change on these endangered species.

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