دانلود کتاب Artificial Neuronal Networks

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Front Matter....Pages I-XXVI
Front Matter....Pages 1-1
Neuronal Networks: Algorithms and Architectures for Ecologists and Evolutionary Ecologists....Pages 3-27
Front Matter....Pages 29-29
Predicting Ecologically Important Vegetation Variables from Remotely Sensed Optical/Radar Data Using Neuronal Networks....Pages 31-44
Soft Mapping of Coastal Vegetation from Remotely Sensed Imagery with a Feed-Forward Neuronal Network....Pages 45-56
Ultrafast Estimation of Neotropical Forest DBH Distributions from Ground Based Photographs Using a Neuronal Network....Pages 57-68
Normalized Difference Vegetation Index Estimation in Grasslands of Patagonia by ANN Analysis of Satellite and Climatic Data....Pages 69-79
On the Probabilistic Interpretation of Area Based Fuzzy Land Cover Mixing Proportions....Pages 81-95
Front Matter....Pages 97-97
Patterning of Community Changes in Benthic Macroinvertebrates Collected from Urbanized Streams for the Short Time Prediction by Temporal Artificial Neuronal Networks....Pages 99-114
Neuronal Network Models of Phytoplankton Primary Production....Pages 115-129
Predicting Presence of Fish Species in the Seine River Basin Using Artificial Neuronal Networks....Pages 131-142
Elucidation and Prediction of Aquatic Ecosystems by Artificial Neuronal Networks....Pages 143-155
Performance Comparison between Regression and Neuronal Network Models for Forecasting Pacific Sardine ( Sardinops caeruleus ) Biomass....Pages 157-164
A Comparison of Artificial Neuronal Network and Conventional Statistical Techniques for Analysing Environmental Data....Pages 165-183
Front Matter....Pages 185-185
Application of the Self-Organizing Mapping and Fuzzy Clustering to Microsatellite Data: How to Detect Genetic Structure in Brown Trout ( Salmo trutta ) Populations....Pages 187-202
The Macroepidemiology of Parasitic and Infectious Diseases: A Comparative Study Using Artificial Neuronal Nets and Logistic Regressions....Pages 203-224
Evolutionarily Optimal Networks for Controlling Energy Allocation to Growth, Reproduction and Repair in Men and Women....Pages 225-237
Front Matter....Pages 239-239
Can Neuronal Networks be Used in Data-Poor Situations?....Pages 241-248
Back Matter....Pages 249-262