Education
Academic Background-
Ph.D. University of Minnesota, USA Precision Agriculture | Completed: 2003
Publications (64)
Selected Scholarly Contributions
A Concentration Prediction-Based Crop Digital Twin Using Nutrient Co-Existence and Composition in Regression Algorithms
2024
Sensing and Perception in Robotic Weeding: Innovations and Limitations for Digital Agriculture
2024
The Role of Digital Agriculture in Mitigating Climate Change and Ensuring Food Security: An Overview
2023
Yield potential of site-specific integrated pest and soil nutrient management at different harvest intervals under two commercial cocoa planting systems in Malaysia
2023
An Overview of Antibiotic Resistance and Abiotic Stresses Affecting Antimicrobial Resistance in Agricultural Soils
2022
Scientific Irrigation Scheduling for Sustainable Production in Olive Groves
2022
Machine Learning for Determining Interactions between Air Pollutants and Environmental Parameters in Three Cities of Iran
2022
Spatial Distribution Patterns for Identifying Risk Areas Associated with False Smut Disease of Rice in Southern India
2022
Effects of the COVID-19 Pandemic on Food Security and Agriculture in Iran: A Survey
2021
Assessment of the Spatial Distribution and Risk Associated with Fruit Rot Disease in Areca catechu L.
2021
Response of Potential Indicators of Soil Quality to Land-Use and Land-Cover Change under a Mediterranean Climate in the Region of Al-Jabal Al-Akhdar, Libya
2021
Detecting and Analyzing Land Use and Land Cover Changes in the Region of Al-Jabal Al-Akhdar, Libya Using Time-Series Landsat Data from 1985 to 2017
2020
IoT-Based Sensor Data Fusion for Determining Optimality Degrees of Microclimate Parameters in Commercial Greenhouse Production of Tomato
2020
Determination of optimum harvest maturity and non‐destructive evaluation of pod development and maturity in cacao (Theobroma cacao L.) using a multiparametric fluorescence sensor
2019
Selection of a Spectral Index for Detection of Orange Spotting Disease in Oil Palm (Elaeis guineensis Jacq.) Using Red Edge and Neural Network Techniques
2019
Estimating chlorophyll content at leaf scale in viroid-inoculated oil palm seedlings (Elaeis guineensis Jacq.) using reflectance spectra (400 nm–1050 nm)
2019
A review of neural networks in plant disease detection using hyperspectral data
2018
Detecting and Monitoring Plant Nutrient Stress Using Remote Sensing Approaches: A Review
2017
Predicting the effects of urban development on land transition and spatial patterns of land use in western Peninsular Malaysia.
Siva K. Balasundram
2016
Determination and mapping of calcium and magnesium contents using geostatistical techniques in oil palm plantation related to basal stem rot disease.
Siva K. Balasundram
2016
Spatial variability of forest floor thickness for estimation of refined carbon stocks in a tropical montane forest.
Siva K. Balasundram
2016
A GIS-based model to analyze the spatial and temporal development of oil palm land use in Kuala Langat district, Malaysia.
Siva K. Balasundram
2015
Response of irrigated direct-seeded rice yields to different nitrogen rates and precipitation patterns.
Siva K. Balasundram
2015
Fluorescence sensing as a tool to estimate palm oil quality and yield.
Siva K. Balasundram
2015
Leaf litter decomposition and soil carbon dioxide fluxes across climatic gradient in tropical montane and lowland forests.
Siva K. Balasundram
2015
Predicting the variability of copper and zinc in leaf and soil of oil palm planted on a 12 HA land using geospatial information system technology.
Siva K. Balasundram
2015
Carbon stocks in different carbon pools of a tropical lowland forest and a montane forest with varying topography.
Siva K. Balasundram
2014
Remote sensing as a tool to assess orange spotting disease in oil palm (Elaies guineensis).
Siva K. Balasundram
2014
Integration of analytic hierarchy process and weighted goal programming for land use optimization at the watershed scale.
Siva K. Balasundram
2014
SWAT-based hydrological modelling of tropical land-use scenarios.
Siva K. Balasundram
2014
Agriculture Land Suitability Evaluator (ALSE): A decision and planning support tool for tropical and subtropical crops.
Siva K. Balasundram
2013
Sorption and desorption of zinc by clinoptilolite and clinoptilolite-tridymite.
Siva K. Balasundram
2013
KINEROS2 application for land use/cover change impact analysis at the Hulu Langat basin, Malaysia.
Siva K. Balasundram
2013
Application of SWAT for impact assessment of land use/cover change and best management practices: A review.
Siva K. Balasundram
2013
Estimating oil palm yields using vegetation indices derived from quickbird.
Siva K. Balasundram
2013
Spatial variability of selected forest soil properties related to carbon management in tropical lowland and montane forests.
Siva K. Balasundram
2013
An expert integrative approach for sediment load simulation in a tropical watershed.
Siva K. Balasundram
2013
Estimation of red tip disease severity in pineapple using a non-contact sensor approach.
Siva K. Balasundram
2013
Use of spectral reflectance to discriminate between potassium deficiency and orange spotting symptoms in oil palm (Elaeis guineensis).
Siva K. Balasundram
2013
Sensor technologies for precision soil nutrient management and monitoring.
Siva K. Balasundram
2012
Hydrologic analysis of a tropical watershed using KINEROS2.
Siva K. Balasundram
2012
The spatial distribution of Apis dorsata host plants using an integrated geographical information system-remote sensing approach.
Siva K. Balasundram
2012
Morphological characterization of pollen collected by Apis dorsata from a tropical rainforest.
Siva K. Balasundram
2012
Comparison between multi-layer perceptron and radial basis function networks for sediment load estimation in a tropical watershed.
Siva K. Balasundram
2012
Spatial variability of orange spotting disease in oil palm.
Siva K. Balasundram
2012
Validation of CA-markov for simulation of land use and cover change in the langat basin, Malaysia.
Siva K. Balasundram
2012
Trend analysis of water discharge and sediment load during the past three decades of development in the Langat basin, Malaysia.
Siva K. Balasundram
2012
Accuracy of GeoWEPP in estimating sediment load and runoff from a tropical watershed.
Siva K. Balasundram
2011
Geo-spatial technologies for carbon sequestration monitoring and management.
Siva K. Balasundram
2011
A review: The role of remote sensing in precision agriculture.
Siva K. Balasundram
2010
An agricultural investment map based on geographic information system and multi-criteria method.
Siva K. Balasundram
2010
Spatial variability of soil organic carbon in oil palm: a comparison between young and mature stands.
Siva K. Balasundram
2009
Spatial variability of soil organic carbon in oil palm.
Siva K. Balasundram
2009
Application of geostatistical tools to quantify spatial variability of selected soil chemical properties from a cultivated tropical peat.
Siva K. Balasundram
2008
Spatial data calibration for site-specific phosphorus management.
Siva K. Balasundram
2007
Relationship between oil palm yield and soil fertility as affected by topography in an Indonesian plantation.
Siva K. Balasundram
2006
Relationship between oil content and fruit surface color in oil palm (Elaeis guineensis jacq.).
Siva K. Balasundram
2006
Accounting for spatial variability in a short-term fertilizer trial for oil palm.
Siva K. Balasundram
2006
Spatial variability of soil fertility variables influencing yield in oil palm (Elaeis guineensis Jacq.).
Siva K. Balasundram
2006
NH3 volatilization from urea as affected by humic substances derived from Palm Oil Mill Effluent (POME) and tropical peat.
Siva K. Balasundram
2000
Effect of Palm Oil Mill Effluent (POME) and tropical peat on NH3 volatilization from urea.
Siva K. Balasundram
1999
Analytical attributes of humic acids derived from tropical-based resources.
Siva K. Balasundram
1998
Physico-chemical attributes of humic acid extracted from tropical peat soils.
Siva K. Balasundram
1996
Nutrient content in rice husk ash of some Malaysian rice varieties.
Siva K. Balasundram
1996