[HTML][HTML] Adoption of machine learning techniques in ecology and earth science

A Thessen - One Ecosystem, 2016 - oneecosystem.pensoft.net
Background The natural sciences, such as ecology and earth science, study complex
interactions between biotic and abiotic systems in order to understand and make …

[HTML][HTML] Agroforestry systems in a changing climate—challenges in projecting future performance

E Luedeling, R Kindt, NI Huth, K Koenig - Current Opinion in Environmental …, 2014 - Elsevier
Agroforestry systems are complex assemblages of ecosystem components, each of which
responds to climate. Whereas climate change impacts on crops grown in monocultures can …

[图书][B] Mapping species distributions: spatial inference and prediction

J Franklin, JA Miller - 2009 - books.google.com
Maps of species' distributions or habitat suitability are required for many aspects of
environmental research, resource management and conservation planning. These include …

Predictive habitat distribution models in ecology

A Guisan, NE Zimmermann - Ecological modelling, 2000 - Elsevier
With the rise of new powerful statistical techniques and GIS tools, the development of
predictive habitat distribution models has rapidly increased in ecology. Such models are …

GLM versus CCA spatial modeling of plant species distribution

A Guisan, SB Weiss, AD Weiss - Plant ecology, 1999 - Springer
Despite the variety of statistical methods available for static modeling of plant distribution,
few studies directly compare methods on a common data set. In this paper, the predictive …

An improved approach for predicting the distribution of rare and endangered species from occurrence and pseudo‐absence data

R Engler, A Guisan, L Rechsteiner - Journal of applied ecology, 2004 - Wiley Online Library
Summary 1 Few examples of habitat‐modelling studies of rare and endangered species
exist in the literature, although from a conservation perspective predicting their distribution …

Predictive vegetation mapping: geographic modelling of biospatial patterns in relation to environmental gradients

J Franklin - Progress in physical geography, 1995 - journals.sagepub.com
Predictive vegetation mapping can be defined as predicting the geographic distribution of
the vegetation composition across a landscape from mapped environmental variables …

Spatial modelling of biodiversity at the community level

S Ferrier, A Guisan - Journal of applied ecology, 2006 - Wiley Online Library
Summary 1 Statistical modelling is often used to relate sparse biological survey data to
remotely derived environmental predictors, thereby providing a basis for predictively …

The Global Index of Vegetation‐Plot Databases (GIVD): a new resource for vegetation science

J Dengler, F Jansen, F Glöckler, RK Peet… - Journal of …, 2011 - Wiley Online Library
Question: How many vegetation plot observations (relevés) are available in electronic
databases, how are they geographically distributed, what are their properties and how might …

Mapping wildland fuels for fire management across multiple scales: Integrating remote sensing, GIS, and biophysical modeling

RE Keane, R Burgan… - International Journal of …, 2001 - CSIRO Publishing
International Journal of Wildland Fire Page 1 P ublishing Address manuscripts and editorial
enquiries to: International Journal of Wildland Fire Editor in Chief Dr Gwynfor Richards …