Assessing Biotic and Abiotic Effects on Biodiversity Index Using Machine Learning

Analysis of plot-level volume increment models developed from machine learning methods applied to an uneven-aged mixed forest

(2021) Seyedeh Kosar Hamidi et al.   ANNALS OF FOREST SCIENCE

Development of individual tree growth and yield model across multiple contrasting species using nonparametric and parametric methods in the Hyrcanian forests of northern Iran

(2021) Seyedeh Kosar Hamidi et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

Ten-year estimation of Oriental beech (Fagus orientalis Lipsky) volume increment in natural forests: a comparison of an artificial neural networks model, multiple linear regression and actual increment

(2021) Mahmoud Bayat et al.   FORESTRY

Measuring spatial and temporal shifts in forest structure and composition in high elevation beech forests in response to beech bark disease in Great Smoky Mountains National Park

(2020) Lee Rumble et al.   FOREST ECOLOGY AND MANAGEMENT

Effect of forest management on tree diversity in temperate ecosystem forests in northern Mexico

(2020) Jose Carlos Monarrez-Gonzalez et al.   PLoS One

Estimation of Tree Heights in an Uneven-Aged, Mixed Forest in Northern Iran Using Artificial Intelligence and Empirical Models

(2020) Mahmoud Bayat et al.   Forests

Using machine learning to synthesize spatiotemporal data for modelling DBH-height and DBH-height-age relationships in boreal forests

(2020) Jiaxin Chen et al.   FOREST ECOLOGY AND MANAGEMENT

Nonparametric machine learning for mapping forest cover and exploring influential factors

(2020) Bao Liu et al.   LANDSCAPE ECOLOGY

Influence of altitude and slope-aspect on diversity, regeneration and structure of some moist temperate forests of Garhwal Himalaya

(2020) Om Prakash Tiwari et al.   TROPICAL ECOLOGY

Comparison of Machine Learning Methods for Mapping the Stand Characteristics of Temperate Forests Using Multi-Spectral Sentinel-2 Data

(2020) Kourosh Ahmadi et al.   Remote Sensing

Patterns of diversity change for forest vegetation across different climatic regions - A compound habitat gradient analysis approach

(2020) Liangjing Yao et al.   Global Ecology and Conservation

GNSS use in forestry – A multi-national survey from Iran, Slovakia and southern USA

(2019) Pete Bettinger et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An assessment of height–diameter growth variation in an unmanaged Fagus orientalis-dominated forest

(2019) Charles P.-A. Bourque et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

The response of English yew (Taxus baccata L.) to climate change in the Caspian Hyrcanian Mixed Forest ecoregion

(2019) Seyed Jalil Alavi et al.   Regional Environmental Change

A Comparative Study of MLR, KNN, ANN and ANFIS Models with Wavelet Transform in Monthly Stream Flow Prediction

(2019) Ahmad Khazaee Poul et al.   WATER RESOURCES MANAGEMENT

A Semi-empirical Approach Based on Genetic Programming for the Study of Biophysical Controls on Diameter-Growth of Fagus orientalis in Northern Iran

(2019) Bayat et al.   Remote Sensing

Application of artificial neural networks for predicting tree survival and mortality in the Hyrcanian forest of Iran

(2019) Mahmoud Bayat et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Generalized additive models: Building evidence of air pollution, climate change and human health

(2019) Khaiwal Ravindra et al.   ENVIRONMENT INTERNATIONAL

Topography and neighborhood crowding can interact to shape species growth and distribution in a diverse Amazonian forest

(2018) Claire Fortunel et al.   ECOLOGY

Application of machine learning methods in forest ecology: recent progress and future challenges

(2018) Zelin Liu et al.   ENVIRONMENTAL REVIEWS

Application of machine learning methods in forest ecology: recent progress and future challenges

(2018) Zelin Liu et al.   ENVIRONMENTAL REVIEWS

Forest functions and space: a geohistorical perspective of European forests

(2018) R Pilli et al.   iForest-Biogeosciences and Forestry

Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR Data

(2018) Junghee Lee et al.   Forests

Improving Accuracy Estimation of Forest Aboveground Biomass Based on Incorporation of ALOS-2 PALSAR-2 and Sentinel-2A Imagery and Machine Learning: A Case Study of the Hyrcanian Forest Area (Iran)

(2018) Sasan Vafaei et al.   Remote Sensing

Bringing Elton and Grinnell together: a quantitative framework to represent the biogeography of ecological interaction networks

(2018) Dominique Gravel et al.   ECOGRAPHY

Larix olgensis growth–climate response between lower and upper elevation limits: an intensive study along the eastern slope of the Changbai Mountains, northeastern China

(2018) Jian Yu et al.   JOURNAL OF FORESTRY RESEARCH

Assessing the accuracy and stability of variable selection methods for random forest modeling in ecology

(2017) Eric W. Fox et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Higher predation risk for insect prey at low latitudes and elevations

(2017) Tomas Roslin et al.   SCIENCE

SoilGrids250m: Global gridded soil information based on machine learning

(2017) Tomislav Hengl et al.   PLoS One

Spatial Heterogeneity in Tree Diversity and Forest Structure of Evergreen Broadleaf Forests in Southern China along an Altitudinal Gradient

(2016) Wei Cui et al.   Forests

Anthropogenic Decline of Ecosystem Services Threatens the Integrity of the Unique Hyrcanian (Caspian) Forests in Northern Iran

(2016) Ardavan Zarandian et al.   Forests

Comparison of data mining and allometric model in estimation of tree biomass

(2015) Carlos R. Sanquetta et al.   BMC BIOINFORMATICS

The relative importance of biotic and abiotic processes for structuring plant communities through time

(2015) Elizabeth S. Jeffers et al.   JOURNAL OF ECOLOGY

Landscape Variation in Tree Species Richness in Northern Iran Forests

(2015) Charles P.-A. Bourque et al.   PLoS One

Pattern of functional diversity along an altitudinal gradient in the Baihua Mountain Reserve of Beijing, China

(2014) Jin-Tun Zhang et al.   Brazilian Journal of Botany

Classifying forestland from model-generated tree species habitat suitability in the Western Ecoregion of Nova Scotia, Canada

(2013) Mark Baah-Acheamfour et al.   CANADIAN JOURNAL OF FOREST RESEARCH

Productivity and optimal management of the uneven-aged hardwood forests of Hyrcania

(2013) Mohmoud Bayat et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

Radial growth response of Pinus densiflora and Quercus spp. to topographic and climatic factors in South Korea

(2013) J. G. Byun et al.   Journal of Plant Ecology

Estimation of potential impacts of climate change on growth and yield of temperate tree species

(2013) M. Irfan Ashraf et al.   Mitigation and Adaptation Strategies for Global Change

Mixed-effects basal area increment models for tree species in the boreal forest of Ontario, Canada using an ecological land classification approach to incorporate site effects

(2012) B. Pokharel et al.   FORESTRY

Global species-energy relationship in forest plots: role of abundance, temperature and species climatic tolerances

(2011) Irena Šímová et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Compounded effects of climate change and habitat alteration shift patterns of butterfly diversity

(2010) M. L. Forister et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Potential Species Distribution of Balsam Fir Based on the Integration of Biophysical Variables Derived with Remote Sensing and Process-Based Methods

(2009) Quazi Hassan et al.   Remote Sensing

Plant species diversity along an altitudinal gradient of Bhabha Valley in western Himalaya

(2008) Amit Chawla et al.   Journal of Mountain Science

Fast stable direct fitting and smoothness selection for generalized additive models

(2008) Simon N. Wood   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY