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49 Results Found

  • Article
  • Open Access
184 Citations
12,471 Views
22 Pages

Dynamic Neural Network Modelling of Soil Moisture Content for Predictive Irrigation Scheduling

  • Olutobi Adeyemi,
  • Ivan Grove,
  • Sven Peets,
  • Yuvraj Domun and
  • Tomas Norton

11 October 2018

Sustainable freshwater management is underpinned by technologies which improve the efficiency of agricultural irrigation systems. Irrigation scheduling has the potential to incorporate real-time feedback from soil moisture and climatic sensors. Howev...

  • Article
  • Open Access
417 Views
26 Pages

Dynamically Updated Irrigation Canal Scheduling Rules Based on Risk Hedging

  • Ming Yan,
  • Fengyan Wu,
  • Luli Chen,
  • Yong Liu,
  • Xiang Zeng and
  • Tiesong Hu

5 December 2025

Dynamic canal-system scheduling faces the fundamental challenge of determining the optimal reduction in the current period’s water allocation to reserve sufficient water for remaining periods, thereby hedging against potentially greater future...

  • Article
  • Open Access
55 Citations
12,041 Views
15 Pages

Modeling Crop Water Productivity Using a Coupled SWAT–MODSIM Model

  • Saeid Ashraf Vaghefi,
  • Karim C. Abbaspour,
  • Monireh Faramarzi,
  • Raghavan Srinivasan and
  • Jeffrey G. Arnold

24 February 2017

This study examines the water productivity of irrigated wheat and maize yields in Karkheh River Basin (KRB) in the semi-arid region of Iran using a coupled modeling approach consisting of the hydrological model (SWAT) and the river basin water alloca...

  • Article
  • Open Access
2 Citations
1,875 Views
23 Pages

9 September 2023

Irrigation with Treated Wastewater (TWW) is a well-known agricultural practice in Palestine. The long-term use of irrigation with TWW, a source of water and nutrients, can affect plant development, soil, and groundwater quality. Consequently, the fre...

  • Article
  • Open Access
3 Citations
2,364 Views
26 Pages

This study introduces a comprehensive framework for assessing and enhancing the quality of hourly temperature data collected from a six-station agrometeorological network in the Arta plain, Epirus, Greece, spanning the period 2015–2023. By comb...

  • Article
  • Open Access
10 Citations
3,791 Views
20 Pages

17 September 2020

In the face of increased competition for water resources, optimal irrigation scheduling is necessary for sustainable development of irrigated agriculture. However, optimal irrigation scheduling is a nonlinear problem with many competing and conflicti...

  • Article
  • Open Access
3 Citations
1,521 Views
31 Pages

26 August 2025

In arid and semi-arid agricultural regions, the increasing frequency of extreme climatic events—particularly high temperatures and drought—has severely disrupted crop growth dynamics, leading to significant yield uncertainty and potential...

  • Article
  • Open Access
18 Citations
7,491 Views
18 Pages

Soil Water Dynamics, Effective Rooting Zone, and Evapotranspiration of Sprinkler Irrigated Potato in a Sandy Loam Soil

  • Koffi Djaman,
  • Komlan Koudahe,
  • Aminou Saibou,
  • Murali Darapuneni,
  • Charles Higgins and
  • Suat Irmak

31 March 2022

Potato (Solanum tuberosum L.) is a very sensitive crop to water stress and timely irrigation water management improves tuber yield and quality. The objectives of this study were to (1) investigate soil water dynamics under potato crops across their r...

  • Article
  • Open Access
8 Citations
5,938 Views
16 Pages

Effect of Drip Irrigation and Fertigation on Soil Water Dynamics and Productivity of Greenhouse Tomatoes

  • Jaspreet Singh,
  • Sanjeev K. Sandal,
  • Abrar Yousuf and
  • Parminder Singh Sandhu

31 May 2023

The proficient supply of water and nutrients is a key factor for successful vegetable production under greenhouses. This field experiment was conducted during 2018–2019 under a completely randomized design to evaluate the effects of drip irriga...

  • Article
  • Open Access
8 Citations
3,283 Views
14 Pages

7 July 2021

Addressing within-field and within-season variability of crop water stress is critical for spatially variable irrigation. This study measures interactions between spatially variable soil properties and temporally variable crop water dynamics; and whe...

  • Article
  • Open Access
2,549 Views
18 Pages

23 February 2025

In making irrigation decisions, farmers typically rely on local observation and experience, such as observing crops and neighbors’ actions. Research has mainly focused on understanding crop water requirements to improve farming practices, but i...

  • Article
  • Open Access
1 Citations
857 Views
24 Pages

Smart Irrigation Scheduling for Crop Production Using a Crop Model and Improved Deep Reinforcement Learning

  • Jiamei Liu,
  • Fangle Chang,
  • Xiujuan Wang,
  • Mengzhen Kang,
  • Caiyun Lu,
  • Chao Wang,
  • Shaopeng Hu,
  • Yangyang Li,
  • Longhua Ma and
  • Hongye Su

11 December 2025

In arid regions characterized by extreme water scarcity, it is important to synergistically optimize both crop yield and water use. Irrigation strategies based on empirical knowledge overlook crops’ dynamic water needs and may cause water waste...

  • Article
  • Open Access
51 Citations
18,914 Views
24 Pages

23 April 2022

The agricultural sector is one of the major users of water resources. Water is an important asset that needs to be preserved using the latest available technologies. Modern technologies and digital tools can transform the agricultural domain from bei...

  • Review
  • Open Access
37 Citations
10,482 Views
33 Pages

2 December 2020

Novel technologies for estimating crop water needs include mainly remote sensing evapotranspiration estimates and decision support systems (DSS) for irrigation scheduling. This work provides several examples of these approaches, that have been adjust...

  • Article
  • Open Access
11 Citations
2,555 Views
14 Pages

A Comparative Analysis between Heuristic and Data-Driven Water Management Control for Precision Agriculture Irrigation

  • Leonardo D. Garcia,
  • Camilo Lozoya,
  • Antonio Favela-Contreras and
  • Emanuele Giorgi

20 July 2023

Modeling and control theory applied to precision agriculture irrigation systems have been essential to reduce water consumption while growing healthy crops. Specifically, implementing closed-loop control irrigation based on soil moisture measurements...

  • Review
  • Open Access
37 Citations
8,759 Views
17 Pages

Groundwater depletion is a serious issue in the southern and central parts of the High Plains Aquifer (HPA), USA. A considerable imbalance exists between the recharge process and groundwater extractions in these areas, which threatens the long-term s...

  • Article
  • Open Access
28 Citations
6,276 Views
18 Pages

Integrating SEBAL with in-Field Crop Water Status Measurement for Precision Irrigation Applications—A Case Study

  • Stefano Gobbo,
  • Stefano Lo Presti,
  • Marco Martello,
  • Lorenza Panunzi,
  • Antonio Berti and
  • Francesco Morari

3 September 2019

The surface energy balance algorithm for land (SEBAL) has been demonstrated to provide accurate estimates of crop evapotranspiration (ET) and yield at different spatial scales even under highly heterogeneous conditions. However, validation of the SEB...

  • Article
  • Open Access
88 Citations
11,269 Views
20 Pages

Exploiting IoT and Its Enabled Technologies for Irrigation Needs in Agriculture

  • Veerachamy Ramachandran,
  • Ramar Ramalakshmi,
  • Balasubramanian Prabhu Kavin,
  • Irshad Hussain,
  • Abdulrazak H. Almaliki,
  • Abdulrhman A. Almaliki,
  • Ashraf Y. Elnaggar and
  • Enas E. Hussein

24 February 2022

The increase in population growth and demand is rapidly depleting natural resources. Irrigation plays a vital role in the productivity and growth of agriculture, consuming no less than 75% of fresh water utilization globally. Irrigation, being the la...

  • Article
  • Open Access
21 Citations
7,568 Views
17 Pages

Avocado cv. Hass Needs Water Irrigation in Tropical Precipitation Regime: Evidence from Colombia

  • Edwin Erazo-Mesa,
  • Joaquín Guillermo Ramírez-Gil and
  • Andrés Echeverri Sánchez

14 July 2021

The primary natural source of water for the Hass avocado crop in the tropics is precipitation. However, this is insufficient to provide most crops’ water requirements due to the spatial and temporal variability. This study aims to demonstrate that Ha...

  • Article
  • Open Access
673 Views
13 Pages

This study aimed to reveal the characteristics of returned water in paddy fields at different scales and the rules of its reuse in China’s Ganfu Plain Irrigation District through multiscale (field, lateral canal, main canal, small watershed) ob...

  • Article
  • Open Access
4 Citations
1,585 Views
16 Pages

Effects of Seven-Year-Optimized Irrigation and Nitrogen Management on Dynamics of Soil Organic Nitrogen Fractions, Soil Properties, and Crop Growth in Greenhouse Production

  • Jianshuo Shi,
  • Longgang Jiang,
  • Liying Wang,
  • Chengzhang Wang,
  • Ruonan Li,
  • Lijia Pan,
  • Tianyuan Jia,
  • Shenglin Hou and
  • Zhou Jia

17 December 2024

Exploring the temporal evolution dynamics of different soil organic nitrogen (N) components under different water–N management practices is a useful approach to accurately assessing N supply and soil fertility. This information can provide a sc...

  • Article
  • Open Access
4 Citations
3,118 Views
18 Pages

9 August 2021

Artificial capillary barriers (CBs) are used to improve root zone conditions as they can keep water and nutrients in the root zone by limiting downward percolation. Numerical analysis is one of the promising tools for evaluating CB systems’ performan...

  • Article
  • Open Access
204 Views
25 Pages

Mathematically Grounded Neuro-Fuzzy Control of IoT-Enabled Irrigation Systems

  • Nikolay Hinov,
  • Reni Kabakchieva,
  • Daniela Gotseva and
  • Plamen Stanchev

16 January 2026

This paper develops a mathematically grounded neuro-fuzzy control framework for IoT-enabled irrigation systems in precision agriculture. A discrete-time, physically motivated model of soil moisture is formulated to capture the nonlinear water dynamic...

  • Article
  • Open Access
1 Citations
2,670 Views
35 Pages

14 September 2025

We develop a year-round, field-scale framework to retrieve soil moisture and map irrigation in an arid irrigation district where crop phenology and canopy dynamics undermine static, single-season approaches. However, the currently popular TVDI applic...

  • Article
  • Open Access
7 Citations
3,718 Views
18 Pages

Dynamic Optimization of Greenhouse Tomato Irrigation Schedule Based on Water, Fertilizer and Air Coupled Production Function

  • Hongjun Lei,
  • Yingji Lian,
  • Jun Du,
  • Hongwei Pan,
  • Xiaohong Li,
  • Daoxi Li,
  • Cuicui Jin,
  • Zheyuan Xiao and
  • Yiran Hou

7 March 2023

A vegetable water production function has been one of the most significant parameters to improve the use efficiency and economic benefit of agricultural water in the greenhouse. Meanwhile, aerated irrigation unlocks the high yield potential for green...

  • Article
  • Open Access
12 Citations
4,575 Views
29 Pages

Can Managed Aquifer Recharge Overcome Multiple Droughts?

  • Mengqi Zhao,
  • Jan Boll,
  • Jennifer C. Adam and
  • Allyson Beall King

20 August 2021

Frequent droughts, seasonal precipitation, and growing agricultural water demand in the Yakima River Basin (YRB), located in Washington State, increase the challenges of optimizing water provision for agricultural producers. Increasing water storage...

  • Article
  • Open Access
1,075 Views
23 Pages

Improving the Accuracy of Seasonal Crop Coefficients in Grapevine from Sentinel-2 Data

  • Diego R. Guevara-Torres,
  • Hankun Luo,
  • Chi Mai Do,
  • Bertram Ostendorf and
  • Vinay Pagay

4 October 2025

Accurate assessment of a crop’s water requirement is essential for optimising irrigation scheduling and increasing the sustainability of water use. The crop coefficient (Kc) is a dimensionless factor that converts reference evapotranspiration (...

  • Feature Paper
  • Article
  • Open Access
6 Citations
4,499 Views
12 Pages

Quantifying Tree Hydration Using Electromagnetic Sensors

  • Lance V. Stott,
  • Brent Black and
  • Bruce Bugbee

An automated method of determining tree water status would enable tree fruit growers, foresters and arborists to reduce water consumption, reduce orchard maintenance costs and improve fruit quality. Automated measurements could also be used to irriga...

  • Article
  • Open Access
7 Citations
4,618 Views
24 Pages

9 March 2025

Accurate soil moisture prediction is fundamental to precision agriculture, facilitating optimal irrigation scheduling, efficient water resource allocation, and enhanced crop productivity. This study employs a Long Short-Term Memory (LSTM) deep learni...

  • Article
  • Open Access
20 Citations
6,003 Views
20 Pages

Faba bean (Vicia faba L.) is an important pulse crop known for its nitrogen-fixing characteristics and as a disease-break crop in crop rotations. Sowing time, scheduling of supplemental irrigation, and sowing rate are some of the agronomic management...

  • Article
  • Open Access
663 Views
27 Pages

Greenhouse Climate Control at the Food–Water–Energy Nexus: An Analytic Hierarchy Process–Model Predictive Control (AHP–MPC) Approach

  • Hamza Benzzine,
  • Hicham Labrim,
  • Ibtissam El Aouni,
  • Abderrahim Bajit,
  • Aouatif Saad,
  • Driss Zejli and
  • Rachid El Bouayadi

27 November 2025

The authors frame greenhouse operation as a Controlled Environment Agriculture (CEA) challenge involving multiple interdependent targets: air temperature and humidity, CO2 enrichment, photoperiod-constrained lighting, and irrigation under dynamic and...

  • Article
  • Open Access
414 Views
26 Pages

29 November 2025

Although surface soil moisture (SSM) is particularly important in crop yield prediction, irrigation scheduling optimization, and runoff generation mechanisms, accurate monitoring of time-series SSM is still challenging for agricultural and hydrologic...

  • Article
  • Open Access
1,171 Views
34 Pages

15 July 2025

Sediment accumulation in irrigation channels poses a significant challenge to water resource management, impacting hydraulic efficiency and agricultural sustainability. This study introduces an innovative multidisciplinary framework that integrates a...

  • Article
  • Open Access
10 Citations
3,892 Views
14 Pages

Simulation of Water Vapor and Near Infrared Radiation to Predict Vapor Pressure Deficit in a Greenhouse Using CFD

  • Cruz Ernesto Aguilar-Rodríguez,
  • Jorge Flores-Velázquez,
  • Fernando Rojano,
  • Hector Flores-Magdaleno and
  • Enrique Rubiños Panta

4 September 2021

Vapor pressure deficit (VPD) can be used as an indicator to schedule greenhouse irrigation. VPD can be estimated as a function of relative humidity (RH) and temperature (T). The objective of this work was to analyze spatial variation in VPD as an ind...

  • Feature Paper
  • Article
  • Open Access
125 Citations
13,580 Views
16 Pages

Estimation of Water Stress in Grapevines Using Proximal and Remote Sensing Methods

  • Alessandro Matese,
  • Rita Baraldi,
  • Andrea Berton,
  • Carla Cesaraccio,
  • Salvatore Filippo Di Gennaro,
  • Pierpaolo Duce,
  • Osvaldo Facini,
  • Massimiliano Giuseppe Mameli,
  • Alessandra Piga and
  • Alessandro Zaldei

16 January 2018

In light of climate change and its impacts on plant physiology, optimizing water usage and improving irrigation practices play a crucial role in crop management. In recent years, new optical remote sensing techniques have become widespread since they...

  • Article
  • Open Access
5 Citations
3,605 Views
25 Pages

Hydrological Functioning of Maize Crops in Southwest France Using Eddy Covariance Measurements and a Land Surface Model

  • Oluwakemi Dare-Idowu,
  • Lionel Jarlan,
  • Valerie Le-Dantec,
  • Vincent Rivalland,
  • Eric Ceschia,
  • Aaron Boone and
  • Aurore Brut

25 May 2021

The primary objective of this study is to evaluate the representation of the energy budget for irrigated maize crops in soil–vegetation–atmosphere transfer (SVAT) models. To this end, a comparison between the original version of the interactions betw...

  • Article
  • Open Access
5 Citations
1,599 Views
17 Pages

21 September 2024

Climatic changes have caused seasonal drought to occur frequently in tea fields of low-mountain and hill regions over the past decades. This leads to huge losses in the quality and yields of famous tea, which restricts the economic development of the...

  • Article
  • Open Access
472 Views
24 Pages

12 December 2025

Soil profile moisture (0–200 cm) in agricultural fields is a critical variable determining root-zone water storage and irrigation scheduling accuracy, yet continuous deep-layer monitoring is constrained by equipment costs and installation diffi...

  • Article
  • Open Access
17 Citations
7,967 Views
17 Pages

Optimal Reoperation of Multi-Reservoirs for Integrated Watershed Management with Multiple Benefits

  • Xinyi Xu,
  • Lingling Bin,
  • Chengzhong Pan,
  • Aizhong Ding and
  • Desheng Chen

2 April 2014

Constructing reservoirs can make more efficient use of water resources for human society. However, the negative impacts of these projects on the environment are often ignored. Optimal reoperation of reservoirs, which considers not only in socio-eco...

  • Article
  • Open Access
4 Citations
1,410 Views
17 Pages

Accurate reservoir inflow forecasting is vital for effective water resource management. Reliable forecasts enable operators to optimize storage and release strategies to meet competing sectoral demands—such as water supply, irrigation, and hydr...

  • Article
  • Open Access
107 Citations
30,062 Views
35 Pages

20 December 2022

This article presents the current state-of-the-art research on applying artificial intelligence (AI) technology in smart greenhouses to optimize crop yields, water, and fertilizer use efficiency, to reduce pest and disease, and to enhance agricultura...

  • Article
  • Open Access
1 Citations
1,809 Views
12 Pages

Impact of Fruit Load on the Replenishment Dynamics of Internal Water Reserves in Olive Trees

  • Efthymios Kokkotos,
  • Anastasios Zotos,
  • Vassilios Triantafyllidis and
  • Angelos Patakas

11 May 2024

Stem refilling has been studied in many forest species, but its impact on olive trees remains underexplored. This study aims to examine the effect of varying fruit loads on stem refilling rates in olive trees. The experiment was conducted in a commer...

  • Article
  • Open Access
23 Citations
5,799 Views
24 Pages

10 December 2020

Understanding the soil and hydrologic processes in agricultural watersheds are vital for reliable assessments of water quantity and quality to support integrated river basin management. However, deriving hydrology-relevant information is complicated...

  • Article
  • Open Access
27 Citations
6,779 Views
22 Pages

A Comprehensive Approach to the Design of a Renewable Energy Microgrid for Rural Ethiopia: The Technical and Social Perspectives

  • Stergios Emmanouil,
  • Jason Philhower,
  • Sophie Macdonald,
  • Fahad Khan Khadim,
  • Meijian Yang,
  • Ezana Atsbeha,
  • Himaja Nagireddy,
  • Natalie Roach,
  • Elizabeth Holzer and
  • Emmanouil N. Anagnostou

2 April 2021

In view of Ethiopia’s significant renewable energy (RE) potential and the dynamic interactions among the components of the Water–Energy–Food (WEF) Nexus, we attempted to incorporate solar and small-scale hydropower into the optimal design of an envir...

  • Article
  • Open Access
13 Citations
3,077 Views
17 Pages

2 August 2022

Non-structural carbohydrate (NSC) dynamics in different bamboo types underlie the different management practices of bamboo plantations. The changes in moisture, soluble sugars, and starch content in response to phenological variations in different ty...

  • Article
  • Open Access
28 Citations
3,855 Views
17 Pages

11 August 2020

As a basic agricultural parameter in the formation, transformation, and consumption of surface water resources, soil moisture has a very important influence on the vegetation growth, agricultural production, and healthy operation of regional ecosyste...

  • Article
  • Open Access
71 Citations
8,228 Views
27 Pages

Estimation of Maize Foliar Temperature and Stomatal Conductance as Indicators of Water Stress Based on Optical and Thermal Imagery Acquired Using an Unmanned Aerial Vehicle (UAV) Platform

  • Kiara Brewer,
  • Alistair Clulow,
  • Mbulisi Sibanda,
  • Shaeden Gokool,
  • John Odindi,
  • Onisimo Mutanga,
  • Vivek Naiken,
  • Vimbayi G. P. Chimonyo and
  • Tafadzwanashe Mabhaudhi

8 July 2022

Climatic variability and extreme weather events impact agricultural production, especially in sub-Saharan smallholder cropping systems, which are commonly rainfed. Hence, the development of early warning systems regarding moisture availability can fa...

  • Article
  • Open Access
31 Citations
3,809 Views
19 Pages

In-Season Monitoring of Maize Leaf Water Content Using Ground-Based and UAV-Based Hyperspectral Data

  • Luís Guilherme Teixeira Crusiol,
  • Liang Sun,
  • Zheng Sun,
  • Ruiqing Chen,
  • Yongfeng Wu,
  • Juncheng Ma and
  • Chenxi Song

23 July 2022

China is one the largest maize (Zea mays L.) producer worldwide. Considering water deficit as one of the most important limiting factors for crop yield stability, remote sensing technology has been successfully used to monitor water relations in the...

  • Article
  • Open Access
17 Citations
3,996 Views
22 Pages

Water and Soil Nutrient Dynamics of Huanglongbing-Affected Citrus Trees as Impacted by Ground-Applied Nutrients

  • Alisheikh A. Atta,
  • Kelly T. Morgan,
  • Said A. Hamido,
  • Davie M. Kadyampakeni and
  • Kamal A. Mahmoud

28 September 2020

The decrease in the rate of inflow and outflow of water—and thereby the uptake of plant nutrients as the result of Huanglongbing (HLB or citrus greening)—leads to a decline in overall tree growth and the development of nutrient deficienci...