Species distribution models (SDM): applications, benefits and challenges in invasive species management.

V Srivastava, V Lafond, VC Griess - CABI Reviews, 2019 - cabidigitallibrary.org
The use of species distribution models (SDM) is of increasing popularity when studying
biological invasions, eg to assess the impact of climate change on invasive species, to …

[HTML][HTML] Rapid bamboo invasion (expansion) and its effects on biodiversity and soil processes+

QF Xu, CF Liang, JH Chen, YC Li, H Qin… - Global Ecology and …, 2020 - Elsevier
Bamboo is an important forest resource in many countries that serves as an excellent
substitute for timber products and provides a multitude of other food and non-food uses. This …

Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data

P Schratz, J Muenchow, E Iturritxa, J Richter… - Ecological …, 2019 - Elsevier
While the application of machine-learning algorithms has been highly simplified in the last
years due to their well-documented integration in commonly used statistical programming …

[HTML][HTML] Estimating the characteristic spatiotemporal variation in habitat quality using the invest model—A case study from Guangdong–Hong Kong–Macao Greater …

L Wu, C Sun, F Fan - Remote Sensing, 2021 - mdpi.com
The intensity of human activity, habitat loss and habitat degradation have significant impacts
on biodiversity. Habitat quality plays an important role in spatial dynamics when evaluating …

Mapping the potential of mangrove forest restoration based on species distribution models: A case study in China

W Hu, Y Wang, D Zhang, W Yu, G Chen, T Xie… - Science of The Total …, 2020 - Elsevier
Mangrove forests support numerous ecosystem services and contribute to coastal ecological
risk reduction. However, they are one of the most severely threatened ecosystems in the …

[HTML][HTML] Mapping habitat suitability for Asiatic black bear and red panda in Makalu Barun National Park of Nepal from Maxent and GARP models

H Su, M Bista, M Li - Scientific reports, 2021 - nature.com
Habitat evaluation is essential for managing wildlife populations and formulating
conservation policies. With the rise of innovative powerful statistical techniques in …

[HTML][HTML] Spatiotemporal effects of urban sprawl on habitat quality in the Pearl River Delta from 1990 to 2018

J Wu, X Li, Y Luo, D Zhang - Scientific Reports, 2021 - nature.com
Since the implementation of the Chinese economic reforms. The habitat quality of coastal
has gradually deteriorated with economic development, but the concept of" ecological …

Predicting the potential global distribution of Ageratina adenophora under current and future climate change scenarios

G Changjun, T Yanli, L Linshan, W Bo… - Ecology and …, 2021 - Wiley Online Library
Aim Invasive alien species (IAS) threaten ecosystems and humans worldwide, and future
climate change may accelerate the expansion of IAS. Predicting the suitable areas of IAS …

[HTML][HTML] Predictive distribution modeling of Swertia bimaculata in Darjeeling-Sikkim Eastern Himalaya using MaxEnt: current and future scenarios

D Boral, S Moktan - Ecological Processes, 2021 - Springer
Background As global temperatures continue to rise, species distribution modeling is a
suitable tool for identifying rare and endangered species most at risk of extinction, along with …

[HTML][HTML] Is there always space at the top? Ensemble modeling reveals climate-driven high-altitude squeeze for the vulnerable snow trout Schizothorax richardsonii in …

A Sharma, VK Dubey, JA Johnson, YK Rawal… - Ecological …, 2021 - Elsevier
Mountain systems throughout the globe are conspicuously sensitive to on-going climate
alterations. This condition is much more detrimental in the Himalaya, where the rate of …