Biomass estimation of Sonneratia caseolaris (l.) Engler at a coastal area of Hai Phong city (Vietnam) using ALOS-2 PALSAR imagery and GIS-based multi-layer perceptron neural networks

The extraction of forest CO2 storage capacity using high-resolution airborne lidar data

(2018) Sang Jin Lee et al.   GIScience & Remote Sensing

Groutability estimation of grouting processes with cement grouts using Differential Flower Pollination Optimized Support Vector Machine

(2016) Nhat-Duc Hoang et al.   APPLIED SOFT COMPUTING

Comparing the spectral settings of the new generation broad and narrow band sensors in estimating biomass of native grasses grown under different management practices

(2016) Mbulisi Sibanda et al.   GIScience & Remote Sensing

Comparison of machine-learning methods for above-ground biomass estimation based on Landsat imagery

(2016) Chaofan Wu et al.   Journal of Applied Remote Sensing

Combining Akaike's Information Criterion and discrete return LiDAR data to estimate structural attributes of savanna woody vegetation

(2016) Solomon G. Tesfamichael et al.   JOURNAL OF ARID ENVIRONMENTS

Hybrid artificial intelligence approach based on neural fuzzy inference model and metaheuristic optimization for flood susceptibilitgy modeling in a high-frequency tropical cyclone area using GIS

(2016) Dieu Tien Bui et al.   JOURNAL OF HYDROLOGY

Carbon stocks in artificially and naturally regenerated mangrove ecosystems in the Mekong Delta

(2016) Vien Ngoc Nam et al.   WETLANDS ECOLOGY AND MANAGEMENT

Studying depression using imaging and machine learning methods

(2016) Meenal J. Patel et al.   NeuroImage-Clinical

A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape

(2015) Kennedy Were et al.   ECOLOGICAL INDICATORS

Mangrove Mapping and Change Detection in Ca Mau Peninsula, Vietnam, Using Landsat Data and Object-Based Image Analysis

(2015) Nguyen-Thanh Son et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

(2015) Dieu Tien Bui et al.   Landslides

Optimization of neural networks for precipitation analysis in a humid region to detect drought and wet year alarms

(2015) Mohammad Valipour   METEOROLOGICAL APPLICATIONS

Retrieval of Mangrove Aboveground Biomass at the Individual Species Level with WorldView-2 Images

(2015) Yuanhui Zhu et al.   Remote Sensing

Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data

(2015) Iftikhar Ali et al.   Remote Sensing

Impact of Topography and Tidal Height on ALOS PALSAR Polarimetric Measurements to Estimate Aboveground Biomass of Mangrove Forest in Indonesia

(2015) S. Darmawan et al.   Journal of Sensors

Estimating number of trees, tree height and crown width using Lidar data

(2014) Daniel R. Unger et al.   GIScience & Remote Sensing

Estimation of floodplain aboveground biomass using multispectral remote sensing and nonparametric modeling

(2014) İnci Güneralp et al.   International Journal of Applied Earth Observation and Geoinformation

A survey of remote sensing-based aboveground biomass estimation methods in forest ecosystems

(2014) Dengsheng Lu et al.   International Journal of Digital Earth

Above ground biomass estimation in an African tropical forest with lidar and hyperspectral data

(2014) Gaia Vaglio Laurin et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluation of sensor types and environmental controls on mapping biomass of coastal marsh emergent vegetation

(2014) Kristin B. Byrd et al.   REMOTE SENSING OF ENVIRONMENT

L-band ALOS PALSAR for biomass estimation of Matang Mangroves, Malaysia

(2014) O. Hamdan et al.   REMOTE SENSING OF ENVIRONMENT

Intra-and-Inter Species Biomass Prediction in a Plantation Forest: Testing the Utility of High Spatial Resolution Spaceborne Multispectral RapidEye Sensor and Advanced Machine Learning Algorithms

(2014) Timothy Dube et al.   SENSORS

Simulation of open- and closed-end border irrigation systems using SIRMOD

(2014) Maryam Mahdizadeh Khasraghi et al.   Archives of Agronomy and Soil Science

Carbon stocks of intact mangroves and carbon emissions arising from their conversion in the Dominican Republic

(2013) J. Boone Kauffman et al.   ECOLOGICAL APPLICATIONS

Forest Attributes Estimation Using Aerial Laser Scanner and TM Data

(2013) S. Shataee Joibary   Forest Systems

Estimating tropical forest biomass more accurately by integrating ALOS PALSAR and Landsat-7 ETM+ data

(2013) Tyas Mutiara Basuki et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimation of aboveground biomass in mangrove forests using high-resolution satellite data

(2013) Yasumasa Hirata et al.   Journal of Forest Research

Neural Network Classification of Mangrove Species from Multi-seasonal Ikonos Imagery

(2013) Le Wang et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Estimating the Above-Ground Biomass in Miombo Savanna Woodlands (Mozambique, East Africa) Using L-Band Synthetic Aperture Radar Data

(2013) João Carreiras et al.   Remote Sensing

Landslide susceptibility assessment in the Hoa Binh province of Vietnam: A comparison of the Levenberg–Marquardt and Bayesian regularized neural networks

(2012) Dieu Tien Bui et al.   GEOMORPHOLOGY

Comparison of the ARMA, ARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir

(2012) Mohammad Valipour et al.   JOURNAL OF HYDROLOGY

A meta-analysis of terrestrial aboveground biomass estimation using lidar remote sensing

(2012) S.G. Zolkos et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of crown biomass of Pinus pinaster stands and shrubland above-ground biomass using forest inventory data, remotely sensed imagery and spatial prediction models

(2011) H. Viana et al.   ECOLOGICAL MODELLING

A Review of Remote Sensing of Forest Biomass and Biofuel: Options for Small-Area Applications

(2011) Colin J. Gleason et al.   GIScience & Remote Sensing

Importance of structure and its measurement in quantifying function of forest ecosystems

(2011) H. H. Shugart et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Mangroves among the most carbon-rich forests in the tropics

(2011) Daniel C. Donato et al.   Nature Geoscience

Satellite remote sensing of mangrove forests: Recent advances and future opportunities

(2011) Benjamin W. Heumann   PROGRESS IN PHYSICAL GEOGRAPHY

Mapping the Philippines’ Mangrove Forests Using Landsat Imagery

(2011) Jordan B. Long et al.   SENSORS

AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons

(2010) Kenneth P. Burnham et al.   BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY

Applying Neural Network Classification to Obtain Mangrove Landscape Characteristics for Monitoring the Travel Environment Quality on the Beihai Coast of Guangxi, P. R. China

(2010) Xiang Yu et al.   CLEAN-Soil Air Water

Support vector machines in remote sensing: A review

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

Study on the utility of IRS 1D LISS-III data and the classification techniques for mapping of Sunderban mangroves

(2010) S. Nandy et al.   JOURNAL OF COASTAL CONSERVATION

Using satellite radar backscatter to predict above-ground woody biomass: A consistent relationship across four different African landscapes

(2009) E. T. A. Mitchard et al.   GEOPHYSICAL RESEARCH LETTERS

PALSAR Radiometric and Geometric Calibration

(2009) M. Shimada et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Estimation of solar radiation over Turkey using artificial neural network and satellite data

(2008) Ozan Şenkal et al.   APPLIED ENERGY

Allometry, biomass, and productivity of mangrove forests: A review

(2008) Akira Komiyama et al.   AQUATIC BOTANY

Effects of sample size on the performance of species distribution models

(2008) M. S. Wisz et al.   DIVERSITY AND DISTRIBUTIONS

An object-based method for mapping and change analysis in mangrove ecosystems

(2008) Giulia Conchedda et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Landscape-scale extent, height, biomass, and carbon estimation of Mozambique's mangrove forests with Landsat ETM+ and Shuttle Radar Topography Mission elevation data

(2008) Temilola E. Fatoyinbo et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Integrating waveform lidar with hyperspectral imagery for inventory of a northern temperate forest

(2007) J ANDERSON et al.   REMOTE SENSING OF ENVIRONMENT