scholarly journals Predicting the potential distributions of the invasive cycad scaleAulacaspis yasumatsui(Hemiptera: Diaspididae) under different climate change scenarios and the implications for management

PeerJ ◽  
2018 ◽  
Vol 6 ◽  
pp. e4832 ◽  
Author(s):  
Jiufeng Wei ◽  
Qing Zhao ◽  
Wanqing Zhao ◽  
Hufang Zhang
Keyword(s):  
Climate Change ◽  
Potential Distribution ◽  
Climatic Conditions ◽  
Invasive Pest ◽  
Management Approach ◽  
Suitable Habitat ◽  
Climate Change Scenarios ◽  
Intergovernmental Panel ◽  
Mean Temperature ◽  
In The Wild

Cycads are an ancient group of gymnosperms that are popular as landscaping plants, though nearly all of them are threatened or endangered in the wild. The cycad aulacaspis scale (CAS),Aulacaspis yasumatsuiTakagi (Hemiptera: Diaspididae), has become one of the most serious pests of cycads in recent years; however, the potential distribution range and the management approach for this pest are unclear. A potential risk map of cycad aulacaspis scale was created based on occurrence data under different climatic conditions and topology factors in this study. Furthermore, the future potential distributions of CAS were projected for the periods 2050s and 2070s under three different climate change scenarios (GFDL-CM3, HADGEM2-AO and MIROC5) described in the Special Report on Emissions Scenarios of the IPCC (Intergovernmental Panel on Climate Change). The model suggested high environmental suitability for the continents of Asia and North America, where the species has already been recorded. The potential distribution expansions or reductions were also predicted under different climate change conditions. Temperature of Driest Quarter (Bio9) was the most important factor, explaining 48.1% of the distribution of the species. The results also suggested that highly suitable habitat for CAS would exist in the study area if the mean temperature of 15–20 °C in the driest quarter and a mean temperature of 25–28 °C the wettest quarter. This research provides a theoretical reference framework for developing policy to manage and control this invasive pest.

scholarly journals Current and future suitable habitat areas for Nasuella olivacea (Gray, 1865) in Colombia and Ecuador and analysis of its distribution across different land uses

2020 ◽  
Vol 8 ◽  
Author(s):  
Pablo Medrano-Vizcaíno ◽  
Patricia Gutiérrez-Salazar
Keyword(s):  
Climate Change ◽  
Potential Distribution ◽  
Wildlife Conservation ◽  
Distribution Patterns ◽  
Climatic Conditions ◽  
Future Climate ◽  
Future Climate Change ◽  
Suitable Habitat ◽  
Climate Change Scenarios ◽  
Ecological Niche Models

Nasuella olivacea is an endemic mammal from the Andes of Ecuador and Colombia. Due to its rarity, aspects about its natural history, ecology and distribution patterns are not well known, therefore, research is needed to generate knowledge about this carnivore and a first step is studying suitable habitat areas. We performed Ecological Niche Models and applied future climate change scenarios (2.6 and 8.5 RCP) to determine the potential distribution of this mammal in Colombia and Ecuador, with current and future climate change conditions; furthermore, we analysed its distribution along several land covers. We found that N. olivacea is likely to be found in areas where no records have been reported previously; likewise, climate change conditions would increase suitable distribution areas. Concerning land cover, 73.4% of N. olivacea potential distribution was located outside Protected Areas (PA), 46.1% in Forests and 40.3% in Agricultural Lands. These findings highlight the need to further research understudied species, furthering our understanding about distribution trends and responses to changing climatic conditions, as well as informig future PA designing. These are essential tools for supporting wildlife conservation plans, being applicable for rare species whose biology and ecology remain unknown.

scholarly journals Modeling the Potential Global Distribution of Phenacoccus madeirensis Green under Various Climate Change Scenarios

Forests ◽  
2019 ◽  
Vol 10 (9) ◽  
pp. 773 ◽  
Author(s):  
Jiufeng Wei ◽  
Xiaozhou Li ◽  
Yunyun Lu ◽  
Ling Zhao ◽  
Hufang Zhang ◽  
...  
Keyword(s):  
Climate Change ◽  
Potential Distribution ◽  
Climatic Conditions ◽  
Invasive Pest ◽  
Distribution Model ◽  
Climate Change Scenarios ◽  
Rcp 8.5 ◽  
Future Potential ◽  
Phenacoccus Madeirensis ◽  
Control And Management

The Madeira mealybug, Phenacoccus madeirensis Green, is a serious invasive pest that does significant damage to more than 120 genera of host plants from 51 families in more than 81 countries. However, the potential distribution range of this pest is unclear, which could hamper control and eradication efforts. In the current study, MaxEnt models were developed to forecast the current and future distribution of the Madeira mealybug around the world. Moreover, the future potential distribution of this invasive species was projected for the 2050s and 2070s under three different climate change scenarios (HADGEM2-AO, GFDL-CM3, and MIROC5) and two representative concentration pathways (RCP-2.6 and RCP-8.5). The final model indicates that the Madeira mealybug has a highly suitable range for the continents of Asia, Europe, and Africa, as well as South America and North America, where this species has already been recorded. Potential expansions or reductions in distribution were also simulated under different future climatic conditions. Our study also suggested that the mean temperature of the driest quarter (Bio9) was the most important factor and explained 46.9% of the distribution model. The distribution model from the current and future predictions can enhance the strategic planning of agricultural and forestry organization by identifying regions that will need to develop integrated pest management programs to manage Madeira mealybug, especially for some highly suitable areas, such as South Asia and Europe. Moreover, the results of this research will help governments to optimize investment in the control and management of the Madeira mealybug by identifying regions that are or will become suitable for infestations.

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 Prediction of Spatiotemporal Invasive Risk of the Red Import Fire Ant, Solenopsis invicta (Hymenoptera: Formicidae), in China

Insects ◽  
2021 ◽  
Vol 12 (10) ◽  
pp. 874
Author(s):  
Jinyue Song ◽  
Hua Zhang ◽  
Ming Li ◽  
Wuhong Han ◽  
Yuxin Yin ◽  
...  
Keyword(s):  
Climate Change ◽  
Environmental Factors ◽  
Solenopsis Invicta ◽  
Climatic Conditions ◽  
Fire Ant ◽  
Invasive Pest ◽  
Future Climate Change ◽  
Climate Change Scenarios ◽  
Maxent Model ◽  
Suitable Area

The red imported fire ant, Solenopsis invicta (Hymenoptera: Formicidae), is an invasive pest, and it has spread rapidly all over the world. Predicting the suitable area of S. invicta growth in China will provide a reference that will allow for its invasion to be curbed. In this study, based on the 354 geographical distribution records of S. invicta, combined with 24 environmental factors, the suitable areas of S. invicta growth in China under current (2000s) and future (2030s and 2050s) climate scenarios (SSPs1-2.5s, SSPs2-3.5s and SSPs5-8.5s) were predicted by using the optimized MaxEnt model and geo-detector model. An iterative algorithm and knife-cut test were used to evaluate the important environmental factors that restrict the suitable area under the current climatic conditions. This study also used the response curve to determine the appropriate value of environmental factors to further predict the change and the center of gravity transfer of the suitable area under climate change. The optimized MaxEnt model has high prediction accuracy, and the working curve area (AUC) of the subjects is 0.974. Under climatic conditions, the suitable area is 81.37 × 104 km2 in size and is mainly located in the south and southeast of China. The main environmental factors affecting the suitable area are temperature (Bio1, Bio6, and Bio9), precipitation (Bio12 and Bio14) and NDVI. In future climate change scenarios, the total suitable area will spread to higher latitudes. This distribution will provide an important theoretical basis for relevant departments to rapidly prevent and control the invasion of S. invicta.

Potential Distributions of the Invasive Barnacle Scale Ceroplastes cirripediformis (Hemiptera: Coccidae) Under Climate Change and Implications for Its Management

2020 ◽  
Author(s):  
Fang Wang ◽  
Duo Wang ◽  
Ge Guo ◽  
Meixia Zhang ◽  
Jiayi Lang ◽  
...  
Keyword(s):  
Climate Change ◽  
Potential Distribution ◽  
Insect Pest ◽  
Distribution Patterns ◽  
Scientific Basis ◽  
Future Climate ◽  
Suitable Habitat ◽  
Climate Scenarios ◽  
Global Risk ◽  
Mean Temperature

Abstract Ceroplastes cirripediformis Comstock is one of the most destructive invasive pests that have caused various negative impacts to agricultural, ornamental, and greenhouse plants. Since it is time- and labor-consuming to control C. cirripediformis, habitat evaluation of this pest may be the most cost-effective method for predicting its dispersal and avoiding its outbreaks. Here, we evaluated the effects of climatic variables on distribution patterns of C. cirripediformis and produced a global risk map for its outbreak under current and future climate scenarios using the Maximum Entropy (MaxEnt) model. Our results showed that mean temperature of driest quarter (Bio 9), precipitation of coldest quarter (Bio 19), precipitation of warmest quarter (Bio 18), and mean temperature of wettest quarter (Bio 8) were the main factors influencing the current modeled distribution of C. cirripediformis, respectively, contributing 41.9, 29.4, 18.8, and 7.9%. The models predicted that, globally, potential distribution of C. cirripediformis would be across most zoogeographical regions under both current and future climate scenarios. Moreover, in the future, both the total potential distribution region and its area of highly suitable habitat are expected to expand slightly in all representative concentration pathway scenarios. The information generated from this study will contribute to better identify the impacts of climate change upon C. cirripediformis’s potential distribution while also providing a scientific basis for forecasting insect pest spread and outbreaks. Furthermore, this study serves an early warning for the regions of potential distribution, predicted as highly suitable habitats for this pest, which could promote its prevention and control.

Including climate change in pest risk assessment: the peach fruit fly,Bactrocera zonata(Diptera: Tephritidae)

2011 ◽  
Vol 102 (2) ◽  
pp. 173-183 ◽  
Author(s):  
W.L. Ni ◽  
Z.H. Li ◽  
H.J. Chen ◽  
F.H. Wan ◽  
W.W. Qu ◽  
...  
Keyword(s):  
Climate Change ◽  
Potential Distribution ◽  
Southern China ◽  
Fruit Fly ◽  
Climatic Conditions ◽  
Climate Change Scenarios ◽  
Southeastern Australia ◽  
Bactrocera Zonata ◽  
The Usa ◽  
Pest Risk

AbstractBactrocera zonata(Saunders) is one of the most harmful species of Tephritidae. It causes extensive damage in Asia and threatens many countries located along or near the Mediterranean Sea. The climate mapping program, CLIMEX 3.0, and the GIS software, ArcGIS 9.3, were used to model the current and future potential geographical distribution ofB. zonata. The model predicts that, under current climatic conditions,B. zonatawill be able to establish itself throughout much of the tropics and subtropics, including some parts of the USA, southern China, southeastern Australia and northern New Zealand. Climate change scenarios for the 2070s indicate that the potential distribution ofB. zonatawill expand poleward into areas which are currently too cold. The main factors limiting the pest's range expansion are cold, hot and dry stress. The model's predictions of the numbers of generations produced annually byB. zonatawere consistent with values previously recorded for the pest's occurrence in Egypt. The ROC curve and the AUC (an AUC of 0.912) were obtained to evaluate the performance of the CLIMEX model in this study. The analysis of this information indicated a high degree of accuracy for the CLIMEX model. The significant increases in the potential distribution ofB. zonataprojected under the climate change scenarios considered in this study suggest that biosecurity authorities should consider the effects of climate change when undertaking pest risk assessments. To prevent the introduction and spread ofB. zonata, enhanced quarantine and monitoring measures should be implemented in areas that are projected to be suitable for the establishment of the pest under current and future climatic conditions.

scholarly journals Modelling the Effects of Climate Change on the Distribution of Endangered Cypripedium japonicum in China

Forests ◽  
2021 ◽  
Vol 12 (4) ◽  
pp. 429
Author(s):  
Yadong Xu ◽  
Yi Huang ◽  
Huiru Zhao ◽  
Meiling Yang ◽  
Yuqi Zhuang ◽  
...  
Keyword(s):  
Climate Change ◽  
Environmental Variables ◽  
Potential Distribution ◽  
Species Distribution Model ◽  
Characteristic Curve ◽  
Climatic Conditions ◽  
Distribution Model ◽  
Suitable Habitat ◽  
Mountainous Area ◽  
The Impact

Cypripedium japonicum is an endangered terrestrial orchid species with high ornamental and medicinal value. As global warming continues to intensify, the survival of C. japonicum will be further challenged. Understanding the impact of climate change on its potential distribution is of great significance to conserve this species. In this study, we established an ensemble species distribution model based on occurrence records of C. japonicum and 13 environmental variables to predict its potential distribution under current and future climatic conditions. The results show that the true skill statistic (TSS), Cohen’s kappa statistic (Kappa), and the area under the receiver operating characteristic curve (AUC) values of the ensemble model were 0.968, 0.906, and 0.995, respectively, providing more robust predictions. The key environmental variables affecting the distribution of C. japonicum were the precipitation in the warmest quarter (Bio18) and the mean temperature in the driest quarter (Bio9). Under future climatic conditions, the total suitable habitat of C. japonicum will increase slightly and tend to migrate northwestward, but the highly suitable areas will be severely lost. By 2070, the loss of its highly suitable habitat area will reach 57.69–72.24% under representative concentration pathway (RCP) 4.5 and 8.5 respectively, and the highly suitable habitats in Zhejiang and Anhui will almost disappear. It is noteworthy that the highly suitable habitat of C. japonicum has never crossed the Qinba mountainous area during the migration process of the suitable habitat to the northwest. Meanwhile, as the best-preserved area of highly suitable habitat for C. japonicum in the future, the Qinba mountainous area is of great significance to protect the wild germplasm resources of C. japonicum. In addition, we found that most of the changes predicted for 2070 will already be seen in 2050; the problem of climate change may be more urgent than it is believed.

scholarly journals Global distribution of Sapindus habitats under current and future climate change scenarios

2021 ◽  
Author(s):  
Jiming Liu ◽  
Lianchun Wang ◽  
Caowen Sun ◽  
Benye Xi ◽  
Doudou Li ◽  
...  
Keyword(s):  
Climate Change ◽  
Large Scale ◽  
Future Climate ◽  
Environmental Data ◽  
Future Climate Change ◽  
Climate Projections ◽  
Suitable Habitat ◽  
Climate Change Scenarios ◽  
Mean Temperature ◽  
Suitable Habitats

Abstract Sapindus (Sapindus L.) is a widely distributed economically important tree genus that provides biodiesel, biomedical and biochemical products. However, with climate change, deforestation, and economic development, Sapindus germplasm resources have been lost. Therefore, utilising historical environmental data and future climate projections from the BCC-CSM2-MR global climate database, we simulated the present and future global distributions of suitable habitats for Sapindus using a Maximum Entropy (MaxEnt) model. The estimated ecological thresholds for critical environmental factors were: a minimum temperature of 0–20°C in the coldest month, soil moisture levels of 40–140 mm, a mean temperature of 2–25°C in the driest quarter, a mean temperature of 19–28°C in the wettest quarter, and a soil pH of 5.6–7.6. The total suitable habitat area was 6059.97 × 104 km2, which was unevenly distributed across six continents. As greenhouse gas emissions increased over time, the area of suitable habitats contracted in lower latitudes and expanded in higher latitudes. Consequently, surveys and conservation should be prioritised in southern hemisphere areas which are in danger of becoming unsuitable. In contrast, other areas in northern and central America, China, and India can be used for conservation and large-scale cultivation in the future.

scholarly journals Aptidão climática da mangueira frente ao clima atual e aos cenários futuros (Climatic aptitude for mango crop under actual and future climate scenarios)

2015 ◽  
Vol 8 ◽  
pp. 496 ◽  
Author(s):  
Magna Soelma Beserra de Moura ◽  
Leide Dayane da Silva Oliveira ◽  
Sílvio Roberto Medeiros Evangelista ◽  
Maria Aparecida do Carmo Mouco ◽  
Luciana Sandra Bastos de Souza ◽  
...  
Keyword(s):  
Climate Change ◽  
Carbon Dioxide ◽  
Water Availability ◽  
Climate Models ◽  
Mangifera Indica ◽  
Climatic Conditions ◽  
Climate Change Scenarios ◽  
Climate Scenarios ◽  
Intergovernmental Panel ◽  
Temperature And Precipitation

Este trabalho teve como objetivo analisar a aptidão climática para a cultura da manga para o clima atual e cenários futuros do IPCC (Painel Intergovernamental de Mudanças Climáticas) no Brasil. As condições climáticas ideais para a cultura da manga utilizados neste estudo foram padronizadas para o Brasil de acordo com documentos Zoneamento de Riscos Climáticos Agrícola. Para o zoneamento futuro da manga foram utilizados os dados de temperatura do ar e precipitação gerar por PRECIS e modelos ETA-CPTEC para os cenários de altas e baixas emissões de dióxido de carbono do IPCC (Painel Intergovernamental sobre Mudanças Climáticas), para as condições atuais (de base), 2025 e 2055. Foi utilizado sistema de informação geográfica para elaborar os mapas e tabelas. Os resultados indicam que pode haver reduções nas áreas apropriadas para o cultivo de manga no Brasil, considerando-se os modelos climáticos gerados pelo ETA e PRECIS. Assim, o manejo da cultura da manga deve ser adaptado para tornar possível obter produção satisfatória em cenários de baixa disponibilidade hídrica e aumento da temperatura. This work aimed to analyze the climatic aptitude for mango crop to the current climate and future IPCC (Intergovernmental Panel on Climate Change) scenarios in Brazil. The optimal climatic conditions for mango crop used in this study were standardized for Brazil according to Agricultural Zoning Climate Risk documents. For the future mango zoning was used the data of air temperature and precipitation generate by PRECIS and ETA-CPTEC models in concern to scenarios of high and low emissions of carbon dioxide of IPCC (Intergovernmental Panel on Climate Change), for current conditions (Baseline), 2025 and 2055. It was used geographic information systems to elaborate the maps and tables. The results indicate that there may be reductions in the areas suitable for the cultivation of mango in Brazil, considering the climate models generated by ETA and PRECIS. Thus, the mango crop management should be adapted to make possible obtain satisfactory production under scenarios of lower water availability and increased temperature. Keywords: Mangifera indica L., climate change, agroclimatic zoning.   

scholarly journals Predictions of potential geographical distribution and quality ofSchisandra sphenantheraunder climate change

PeerJ ◽  
2016 ◽  
Vol 4 ◽  
pp. e2554 ◽  
Author(s):  
Yanlong Guo ◽  
Haiyan Wei ◽  
Chunyan Lu ◽  
Bei Gao ◽  
Wei Gu
Keyword(s):  
Climate Change ◽  
Medicinal Plants ◽  
Fuzzy Theory ◽  
Plant Distribution ◽  
Suitable Habitat ◽  
Climate Change Scenarios ◽  
Distribution Models ◽  
Entropy Model ◽  
Intergovernmental Panel ◽  
The Future

Climate change will significantly affect plant distribution as well as the quality of medicinal plants. Although numerous studies have analyzed the effect of climate change on future habitats of plants through species distribution models (SDMs), few of them have incorporated the change of effective content of medicinal plants.Schisandra sphenantheraRehd. et Wils. is an endangered traditional Chinese medical plant which is mainly located in the Qinling Mountains. Combining fuzzy theory and a maximum entropy model, we obtained current spatial distribution of quality assessment forS. spenanthera. Moreover, the future quality and distribution ofS. spenantherawere also projected for the periods 2020s, 2050s and 2080s under three different climate change scenarios (SRES-A1B, SRES-A2 and SRES-B1 emission scenarios) described in the Special Report on Emissions Scenarios (SRES) of IPCC (Intergovernmental Panel on Climate Change). The results showed that the moderately suitable habitat ofS. sphenantheraunder all climate change scenarios remained relatively stable in the study area. The highly suitable habitat ofS. sphenantherawould gradually decrease in the future and a higher decline rate of the highly suitable habitat area would occur under climate change scenarios SRES-A1B and SRES-A2. The result suggested that in the study area, there would be no more highly suitable habitat areas forS. sphenantherawhen the annual mean temperature exceeds 20 °C or its annual precipitation exceeds 1,200 mm. Our results will be influential in the future ecological conservation and management ofS. sphenantheraand can be taken as a reference for habitat suitability assessment research for other medicinal plants.

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