Research graph
References from Sustainable agriculture through AI and IoT-enabled smart water management. Local targets link to admitted publications; unresolved targets remain external evidence.
Adoption of IoT in agriculture: Challenges and opportunities in Indian context
2020 · External reference
Anticipating groundwater depletion for water scarcity alleviation through advanced deep learning models
2023 · External reference
An overview of smart irrigation management for improving water productivity under climate change in drylands
10.3390/agronomy13082113 · 2023 · External reference
The role of smart infrastructure in residential water demand management: A global survey
10.3390/w17213119 · 2025 · External reference
Internet of things based smart agriculture
2018 · External reference
IoT based smart irrigation water management system
10.1109/icsadl65848.2025.10933011 · 2025 · External reference
Survey on the adoption of IoT-based solutions in water irrigation in Indian agriculture
10.22214/ijraset.2023.53257 · 2023 · External reference
Warming temperatures exacerbate groundwater depletion rates in India
10.1126/sciadv.adi1401 · 2023 · External reference
Model-based smart irrigation control strategy and its effect on water use efficiency in tomato production
10.1080/23311916.2023.2259217 · 2023 · External reference
Can cap-and-trade be a regulatory option to address groundwater depletion and irrigation crises in India? Reflections, issues & options
10.1007/s00267-023-01908-8 · 2023 · External reference
Implementation of sustainable technologies for smart water resource management: A review
10.64252/8s2pyq81 · 2025 · External reference
Excessive pumping limits the benefits of a strengthening summer monsoon for groundwater recovery in India
10.1016/j.oneear.2023.03.005 · 2023 · External reference
Methodologies for water accounting at the collective irrigation system scale aiming at optimizing water productivity
10.3390/agronomy13071938 · 2023 · External reference
AgSAT: A smart irrigation application for field-scale daily crop ET and water requirements using satellite imagery
10.3390/rs14205090 · 2022 · External reference
Internet of things in agriculture: A review
10.32628/ijsrset2411215 · 2024 · External reference
Smart irrigation system using IoT
10.1108/s1877-636120220000027009 · 2022 · External reference
Precision methods for water management and crop yield optimization: The future of irrigation
10.52783/jisem.v10i3.7328 · 2025 · External reference
Evaluation of IoT-based smart drip irrigation and ETc-based system for sweet corn
10.1016/j.atech.2023.100248 · 2023 · External reference
IoT-enabled smart irrigation system for precision farming using microcontroller
2024 · External reference
IoT based smart water quality monitoring system
10.1016/j.gltp.2021.08.062 · 2021 · External reference
Application of chelated fertilizers to mitigate organic-inorganic fouling in brackish water drip irrigation systems
10.1016/j.agwat.2023.108355 · 2023 · External reference
Internet of things in precision agriculture: A survey on sensing mechanisms, potential applications, and challenges
10.1007/978-981-16-2422-3_42 · 2022 · External reference
IoT-based smart irrigation management system to enhance agricultural water security using embedded systems, telemetry data, and cloud computing
10.1016/j.rineng.2024.102829 · 2024 · External reference
Water management dilemma in the agricultural sector of Iran: A review focusing on water governance
10.1016/j.agwat.2023.108480 · 2023 · External reference
An intelligent decision support system for groundwater supply management and electromechanical infrastructure controls
2024 · External reference
IoT based smart agriculture using machine learning
2020 · External reference
A review on Internet of Things (IoT) based smart irrigation system
2021 · External reference
A data-driven method for water quality analysis and prediction for localized irrigation
10.3390/agriengineering6020103 · 2024 · External reference
Smart water management systems: Integration of IoT sensors and AI for sustainable urban water infrastructure
2025 · External reference
Internet-of-Things (IoT) based smart agriculture in India – An overview
10.36548/jismac.2021.1.001 · 2021 · External reference
A conceptual framework for agricultural water management through smart irrigation
10.14569/ijacsa.2024.0151262 · 2024 · External reference
Internet of things in precision agriculture: A survey on sensing mechanisms, potential applications, and challenges
10.1007/978-981-16-2422-3_42 · ExternalCitation · doi-reference
Can cap-and-trade be a regulatory option to address groundwater depletion and irrigation crises in India? Reflections, issues & options
10.1007/s00267-023-01908-8 · ExternalCitation · doi-reference
Application of chelated fertilizers to mitigate organic-inorganic fouling in brackish water drip irrigation systems
10.1016/j.agwat.2023.108355 · ExternalCitation · doi-reference
Water management dilemma in the agricultural sector of Iran: A review focusing on water governance
10.1016/j.agwat.2023.108480 · ExternalCitation · doi-reference
Evaluation of IoT-based smart drip irrigation and ETc-based system for sweet corn
10.1016/j.atech.2023.100248 · ExternalCitation · doi-reference
IoT based smart water quality monitoring system
10.1016/j.gltp.2021.08.062 · ExternalCitation · doi-reference
Excessive pumping limits the benefits of a strengthening summer monsoon for groundwater recovery in India
10.1016/j.oneear.2023.03.005 · ExternalCitation · doi-reference
IoT-based smart irrigation management system to enhance agricultural water security using embedded systems, telemetry data, and cloud computing
10.1016/j.rineng.2024.102829 · ExternalCitation · doi-reference
Model-based smart irrigation control strategy and its effect on water use efficiency in tomato production
10.1080/23311916.2023.2259217 · ExternalCitation · doi-reference
Smart irrigation system using IoT
10.1108/s1877-636120220000027009 · ExternalCitation · doi-reference
IoT based smart irrigation water management system
10.1109/icsadl65848.2025.10933011 · ExternalCitation · doi-reference
Warming temperatures exacerbate groundwater depletion rates in India
10.1126/sciadv.adi1401 · ExternalCitation · doi-reference
A conceptual framework for agricultural water management through smart irrigation
10.14569/ijacsa.2024.0151262 · ExternalCitation · doi-reference
Survey on the adoption of IoT-based solutions in water irrigation in Indian agriculture
10.22214/ijraset.2023.53257 · ExternalCitation · doi-reference
Internet of things in agriculture: A review
10.32628/ijsrset2411215 · ExternalCitation · doi-reference
A data-driven method for water quality analysis and prediction for localized irrigation
10.3390/agriengineering6020103 · ExternalCitation · doi-reference
Methodologies for water accounting at the collective irrigation system scale aiming at optimizing water productivity
10.3390/agronomy13071938 · ExternalCitation · doi-reference
An overview of smart irrigation management for improving water productivity under climate change in drylands
10.3390/agronomy13082113 · ExternalCitation · doi-reference
AgSAT: A smart irrigation application for field-scale daily crop ET and water requirements using satellite imagery
10.3390/rs14205090 · ExternalCitation · doi-reference
The role of smart infrastructure in residential water demand management: A global survey
10.3390/w17213119 · ExternalCitation · doi-reference
Internet-of-Things (IoT) based smart agriculture in India – An overview
10.36548/jismac.2021.1.001 · ExternalCitation · doi-reference
Precision methods for water management and crop yield optimization: The future of irrigation
10.52783/jisem.v10i3.7328 · ExternalCitation · doi-reference
Implementation of sustainable technologies for smart water resource management: A review
10.64252/8s2pyq81 · ExternalCitation · doi-reference
