Machine learning and hurdle models for improving regional predictions of stream water acid neutralizing capacity

Recent developments in landscape approaches for the study of aquatic ecosystems

(2013) Lucinda B. Johnson et al.   JOURNAL OF THE NORTH AMERICAN BENTHOLOGICAL SOCIETY

Forest land cover continues to exacerbate freshwater acidification despite decline in sulphate emissions

(2012) Robert W. Dunford et al.   ENVIRONMENTAL POLLUTION

Modeling anticipated climate change impact on biogeochemical cycles of an acidified headwater catchment

(2011) Anna Benčoková et al.   APPLIED GEOCHEMISTRY

Processes controlling DOC in pore water during simulated drought cycles in six different UK peats

(2011) J. M. Clark et al.   BIOGEOCHEMISTRY

Regionalization of soil base cation weathering for evaluating stream water acidification in the Appalachian Mountains, USA

(2011) T.C. McDonnell et al.   ENVIRONMENTAL POLLUTION

Comparison among model estimates of critical loads of acidic deposition using different sources and scales of input data

(2010) T.C. McDonnell et al.   ENVIRONMENTAL POLLUTION

Acidification and Prognosis for Future Recovery of Acid-Sensitive Streams in the Southern Blue Ridge Province

(2010) Timothy J. Sullivan et al.   WATER AIR AND SOIL POLLUTION

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

(2009) Jane Elith et al.   Annual Review of Ecology Evolution and Systematics

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

Machine Learning Methods Without Tears: A Primer for Ecologists

(2008) Julian D. Olden et al.   QUARTERLY REVIEW OF BIOLOGY