☆ 4.6 Article

Prediction of Oncomelania hupensis distribution in association with climate change using machine learning models

PARASITES & VECTORS (2023)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Environmental Sciences

Analysis of Spatiotemporal Changes of Ecological Environment Quality and Its Coupling Coordination with Urbanization in the Yangtze River Delta Urban Agglomeration, China

Zhiyu Shi et al.

Summary: The rapid urbanization inevitably affects the regional Ecological Environment Quality (EEQ). Balancing EEQ and urbanization has become a concern. Based on the Modified Remote Sensing Ecological Index and the Comprehensive Night Light Index, this study quantitatively evaluates the EEQ of the Yangtze River Delta Urban Agglomeration in China from 2000 to 2020. The results show significant regional differences in EEQ and an improved coordination degree between urbanization and EEQ.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2023)

添加到收藏夹

Article Biodiversity Conservation

Current and future distribution of a parasite with complex life cycle under global change scenarios: Echinococcus multilocularis in Europe

Lucia Cenni et al.

Summary: Global change is expected to have complex effects on the distribution and transmission patterns of zoonotic parasites. Modelling habitat suitability for parasites with complex life cycles is essential to further our understanding of disease systems and make spatial predictions. Using occurrence data and machine learning, we modelled habitat suitability for the parasite E. multilocularis in Europe and predicted its current and future distribution. Results show a northward shift in suitability and a decrease in central Europe.

GLOBAL CHANGE BIOLOGY (2023)

添加到收藏夹

Article Public, Environmental & Occupational Health

Prediction of the Risk Distributions for Anopheles sinensis, a Vector for Malaria in Shanghai, China

Yi-xin Tong et al.

Summary: This study aimed to identify the risk distribution of Anopheles sinensis and malaria transmission in Shanghai. Through analyzing data and environmental variables, 10 algorithms were constructed and ensemble models were developed. The results showed that the risk of malaria transmission was related to vegetation cover, while the risk of Anopheles sinensis was related to the degree of wetness. Precise monitoring of Anopheles sinensis should be conducted in high-risk areas, and malaria surveillance should be implemented even in low-risk areas.

AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE (2023)

添加到收藏夹

Article Ecology

Identifying core habitats and corridors for giant pandas by combining multiscale random forest and connectivity analysis

Xue Sun et al.

Summary: Habitat loss and fragmentation are the main factors contributing to the decline of giant panda populations. The Chinese government has made significant efforts to protect this species, but habitat fragmentation remains a problem. This study used different methods to predict habitat suitability and identify core habitats and corridors for the giant panda. The results showed that dispersal ability plays a significant role in evaluating habitat extent and population fragmentation. There are significant gaps in the current protected area network, highlighting the importance of the study in developing effective conservation strategies.

ECOLOGY AND EVOLUTION (2022)

添加到收藏夹

Article Agriculture, Multidisciplinary

Improving wheat yield prediction integrating proximal sensing and weather data with machine learning

Guojie Ruan et al.

Summary: Accurate and timely prediction of wheat yield is crucial for global food security. This study developed a field-scale wheat yield prediction model by integrating proximal sensing and weather data. The ensemble learning models achieved the best overall performance, with features such as the Normalized Difference Red Edge Index, average temperature, and humidity contributing significantly to the prediction.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2022)

添加到收藏夹

Article Ecology

Effects of climate change on the distribution of wild Akebia trifoliata

Jun-Ming Zhang et al.

Summary: Understanding the distribution and response of Akebia trifoliata to climate change is crucial for its sustainable management and economic development. This study used field investigation and molecular markers to study the distribution and genetic diversity of A. trifoliata. The results showed that the suitable area of A. trifoliata will increase significantly under future climate scenarios and the geometric center of its distribution in China will move northwards.

ECOLOGY AND EVOLUTION (2022)

添加到收藏夹

Article Environmental Sciences

Projecting the proliferation risk of Oncomelania hupensis in China driven by SSPs: A multi-scenario comparison and integrated modeling study

Yan-Feng Gong et al.

Summary: This study found that socioeconomic development and climate change have significant impacts on the diffusion areas of Oncomelania hupensis. Over the next few decades, these snails may spread and disappear in different regions of China, posing challenges to the control of schistosomiasis.

ADVANCES IN CLIMATE CHANGE RESEARCH (2022)

添加到收藏夹

Article Parasitology

Cross-watershed distribution pattern challenging the elimination of Oncomelania hupensis, the intermediate host of Schistosoma japonica, in Sichuan province, China

Shen Chen et al.

Summary: This study investigated the cross-watershed distribution of Oncomelania snails in China using population genetics and geographic statistics. The results showed that these snails are capable of spreading across watersheds, with natural cross-watershed spread in plains and long-distance dispersal by humans and animals being the main drivers. The findings highlight the importance of cross-watershed joint control strategies for snail and schistosomiasis control.

PARASITES & VECTORS (2022)

添加到收藏夹

Article Multidisciplinary Sciences

Diagnosis and potential invasion risk of Thrips parvispinus under current and future climate change scenarios

Timmanna Hulagappa et al.

PeerJ (2022)

添加到收藏夹

Article Infectious Diseases

Potential geographic distribution of the tiger mosquito Aedes albopictus (Skuse, 1894) (Diptera: Culicidae) in current and future conditions for Colombia

Emmanuel Echeverry-Cardenas et al.

Summary: The study estimated the current and future potential distribution of the Asian tiger mosquito Aedes albopictus in Colombia. Results showed the widespread presence of the mosquito throughout the country, with climate change potentially impacting its distribution range and altitudinal range.

PLOS NEGLECTED TROPICAL DISEASES (2021)

添加到收藏夹

Review Infectious Diseases

Impact of micro-environmental factors on survival, reproduction and distribution of Oncomelania hupensis snails

Mao-Mao Liu et al.

Summary: This scoping review identified that water quality, soil composition, as well as the technology and application of biomolluscicides (plant extracts and microorganisms) deserve more attention. Findings from micro-environmental studies have good potentials in snail control applications. Further research is needed to investigate the impact of micro-environmental factors on snails and address the research gaps.

INFECTIOUS DISEASES OF POVERTY (2021)

添加到收藏夹

Article Public, Environmental & Occupational Health

Reappearance of Risk of Schistosomiasis Transmission and the Response After 27 Years of Interrupted Transmission - Guangdong Province, China, 2019

Shaoyu Huang et al.

Summary: Live O. hupensis specimens were detected in routine surveillance in Qujiang of Shaoguan City and Yingde of Qingyuan City in 2019, leading to an immediate emergency response. The suspected habitat of O. hupensis in originally endemic areas of schistosomiasis in Guangdong remains complex, highlighting the need for comprehensive monitoring and surveillance.

CHINA CDC WEEKLY (2021)

添加到收藏夹

Article Public, Environmental & Occupational Health

The Potential Distribution Prediction of Oncomelania hupensis Based on Newly Emerging and Reemergent Habitats - China, 2015-2019

Yanfeng Gong et al.

Summary: This report highlights the geographical aggregations in the potential high distribution areas of Oncomelania hupensis, demonstrating the importance of monitoring and forecasting its distribution for improving early warning capabilities of schistosomiasis transmission risk.

CHINA CDC WEEKLY (2021)

添加到收藏夹

Article Infectious Diseases

Risk prediction of two types of potential snail habitats in Anhui Province of China: Model-based approaches

Jun Zhang et al.

PLOS NEGLECTED TROPICAL DISEASES (2020)

添加到收藏夹

Article Environmental Sciences

Analysis of microplastics in a remote region of the Tibetan Plateau: Implications for natural environmental response to human activities

Sansan Feng et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2020)

添加到收藏夹

Article Infectious Diseases

Surveillance on schistosomiasis in five provincial-level administrative divisions of the People's Republic of China in the post-elimination era

Jing-Yi Guo et al.

INFECTIOUS DISEASES OF POVERTY (2020)

添加到收藏夹

Article Infectious Diseases

SWOT analysis on snail control measures applied in the national schistosomiasis control programme in the People's Republic of China

Xiao Yang et al.

INFECTIOUS DISEASES OF POVERTY (2019)

添加到收藏夹

Review Ecology

An Ecological Framework for Modeling the Geography of Disease Transmission

Erica E. Johnson et al.

TRENDS IN ECOLOGY & EVOLUTION (2019)

添加到收藏夹

Article Environmental Sciences

Modeling the Effects of Climate Change on Surface Ozone during Summer in the Yangtze River Delta Region, China

Da Gao et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2019)

添加到收藏夹

Article Medicine, General & Internal

Schistosomiasis

Richard Barnett

LANCET (2018)

添加到收藏夹

Article Meteorology & Atmospheric Sciences

WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

Stephen E. Fick et al.

INTERNATIONAL JOURNAL OF CLIMATOLOGY (2017)

添加到收藏夹

Article Environmental Sciences

Identification of Potential High-Risk Habitats within the Transmission Reach of Oncomelania hupensis after Floods Based on SAR Techniques in a Plane Region in China

Yuanyuan Shi et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2017)

添加到收藏夹

Article Infectious Diseases

Schistosoma japonicum transmission risk maps at present and under climate change in mainland China

Gengping Zhu et al.

PLOS NEGLECTED TROPICAL DISEASES (2017)

添加到收藏夹

Article Chemistry, Medicinal

Extreme Gradient Boosting as a Method for Quantitative Structure-Activity Relationships

Robert P. Sheridan et al.

JOURNAL OF CHEMICAL INFORMATION AND MODELING (2016)

添加到收藏夹

Article Multidisciplinary Sciences

Global terrestrial Human Footprint maps for 1993 and 2009

Oscar Venter et al.

SCIENTIFIC DATA (2016)

添加到收藏夹

Article Parasitology

Schistosomiasis transmission and control in China

Lan Zou et al.

ACTA TROPICA (2015)

添加到收藏夹

Article Multidisciplinary Sciences

Beyond a Climate-Centric View of Plant Distribution: Edaphic Variables Add Value to Distribution Models

Frieda Beauregard et al.

PLOS ONE (2014)

添加到收藏夹

Article Environmental Sciences

Identifying Determinants of Oncomelania hupensis Habitats and Assessing the Effects of Environmental Control Strategies in the Plain Regions with the Waterway Network of China at the Microscale

Juan Qiu et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2014)

添加到收藏夹

Review Environmental Sciences

Water-Related Parasitic Diseases in China

Shan Lv et al.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2013)

添加到收藏夹

Article Environmental Sciences

Quantitative estimation of urbanization dynamics using time series of DMSP/OLS nighttime light data: A comparative case study from China's cities

Ting Ma et al.

REMOTE SENSING OF ENVIRONMENT (2012)

添加到收藏夹

Article Ecology

What does ecological modelling model? A proposed classification of ecological niche models based on their underlying methods

Neftali Sillero

ECOLOGICAL MODELLING (2011)

添加到收藏夹

Article Multidisciplinary Sciences

Rapid Range Shifts of Species Associated with High Levels of Climate Warming

I-Ching Chen et al.

SCIENCE (2011)

添加到收藏夹

Review Ecology

Species Distribution Models: Ecological Explanation and Prediction Across Space and Time

Jane Elith et al.

ANNUAL REVIEW OF ECOLOGY EVOLUTION AND SYSTEMATICS (2009)

添加到收藏夹

Article Parasitology

An integrated approach to identify distribution of Oncomelania hupensis, the intermediate host of Schistosoma japonicum, in a mountainous region in China

Kun Yang et al.

INTERNATIONAL JOURNAL FOR PARASITOLOGY (2008)

添加到收藏夹

Editorial Material Medicine, General & Internal

Schistosomiasis control: experiences and lessons from China

Longde Wang et al.

LANCET (2008)

添加到收藏夹

Review Parasitology

Conquering schistosomiasis in China: the long march

J Utzinger et al.

ACTA TROPICA (2005)

添加到收藏夹

Article Biodiversity Conservation

The effects of species' range sizes on the accuracy of distribution models: ecological phenomenon or statistical artefact?

JM McPherson et al.

JOURNAL OF APPLIED ECOLOGY (2004)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.