Advanced monitoring and management systems for improving sustainability in precision irrigation

O Adeyemi, I Grove, S Peets, T Norton - Sustainability, 2017 - mdpi.com
Globally, the irrigation of crops is the largest consumptive user of fresh water. Water scarcity
is increasing worldwide, resulting in tighter regulation of its use for agriculture. This …

Available water capacity from a multidisciplinary and multiscale viewpoint. A review

I Cousin, S Buis, P Lagacherie, C Doussan… - Agronomy for …, 2022 - Springer
Soil–plant–atmosphere models and certain land surface models usually require information
about the ability of soils to store and release water. Thus, a critical soil parameter for such …

Statistical and machine learning methods for crop yield prediction in the context of precision agriculture

H Burdett, C Wellen - Precision agriculture, 2022 - Springer
It is of critical importance to understand the relationships between crop yield, soil properties
and topographic characteristics for agricultural management. This study's objective was to …

Examples of strategies to analyze spatial and temporal yield variability using crop models

WD Batchelor, B Basso, JO Paz - European Journal of Agronomy, 2002 - Elsevier
Process-oriented crop growth models simulate plant growth over homogeneous areas. The
advent of precision farming has resulted in the need to extend the use of point-based crop …

Quantifying the effects of soil variability on crop growth using apparent soil electrical conductivity measurements

A Stadler, S Rudolph, M Kupisch… - European journal of …, 2015 - Elsevier
Spatial heterogeneity of crop growth within fields is rarely quantified but essential for
estimating yield and optimizing crop management. Relationships in fields between crop …

Modelling and map** topographic variations in forest soils at high resolution: A case study

PNC Murphy, J Ogilvie, FR Meng, B White, JS Bhatti… - Ecological …, 2011 - Elsevier
This article examines the utility of a digitally derived cartographic depth-to-water (DTW)
index to model and map variations in drainage, vegetation and soil type and select soil …

Global sensitivity analysis measures the quality of parameter estimation: The case of soil parameters and a crop model

H Varella, M Guérif, S Buis - Environmental Modelling & Software, 2010 - Elsevier
One common limitation of the use of crop models for decision making in precise crop
management is the need for accurate values of soil parameters for a whole field. Estimating …

[PDF][PDF] Review of precision irrigation technologies and their application

RJ Smith, JN Baillie, AC McCarthy… - National Centre for …, 2010 - academia.edu
Spatial variability in crop production occurs as a result of spatial and temporal variations in
soil structure and fertility; irrigation applications; pests and diseases; and plant genetics. It is …

Development of a “smart” wireless soil monitoring sensor prototype using RFID technology

TK Hamrita, EC Hoffacker - Applied Engineering in Agriculture, 2005 - elibrary.asabe.org
Radio Frequency Identification (RFID) technology is commonly used for object or animal
identification andtracking. In this article, we explore the feasibility of its use in a rapid …

Artificial neural network model as a data analysis tool in precision farming

A Irmak, JW Jones, WD Batchelor, S Irmak… - Transactions of the …, 2006 - elibrary.asabe.org
Spatial variation in landscape and soil properties combined with temporal variations in
weather can result in yield patterns that change annually within a field. The complexity of …