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• Analytical profile index in smart-vertical farming technique for greenhouse vegetable crops production
  Analytical profile indexing was conducted in (CHAT), CLSU Hydroponics, Aquaponics Technologies Demonstration Farm and Experimentation Station, Central Luzon State University, to identify bacteria present in hydroponic production water system using a recirculat…
  datacite Justin V., Dumale 2022 置信度 0.66 HydroponicsSmart-vertical farmingAPIRhizobacterPGPF
• Analytical profile index in smart-vertical farming technique for greenhouse vegetable crops production
  Analytical profile indexing was conducted in (CHAT), CLSU Hydroponics, Aquaponics Technologies Demonstration Farm and Experimentation Station, Central Luzon State University, to identify bacteria present in hydroponic production water system using a recirculat…
  datacite Justin V., Dumale 2022 置信度 0.66 HydroponicsSmart-vertical farmingAPIRhizobacterPGPF
• Smart City Intelligence through AI: Integrating Vertical Farming Optimization, Audio-Text Analytics, and Image Retrieval
  datacite Umair Tahir, Tariq, Rabia 2026 置信度 0.66
• AI Integrated Smart Farming Platform
  This work presents an AI Integrated Smart Farming Platform designed to enhance agricultural productivity and sustainability through the use of advanced machine learning and data-driven technologies. The platform integrates multiple components, including crop r…
  datacite Gauda, Ganesh, Hingu, Sahil, Deshmukh, Siddhesh, Gupta, Aryan 等 2026 置信度 0.66 Water Quality, Machine Learning, Artificial Intelligence, Data Analysis, Environmental Monitoring
• AI Integrated Smart Farming Platform
  This work presents an AI Integrated Smart Farming Platform designed to enhance agricultural productivity and sustainability through the use of advanced machine learning and data-driven technologies. The platform integrates multiple components, including crop r…
  datacite Gauda, Ganesh, Hingu, Sahil, Deshmukh, Siddhesh, Gupta, Aryan 等 2026 置信度 0.66 Water Quality, Machine Learning, Artificial Intelligence, Data Analysis, Environmental Monitoring
• 2021- IFAD-UE/CCAFS CSA Monitoring: Fakara Climate-Smart Village (Niger)
  <p align="justify"> This dataset contains the files produced in the implementation of the “Integrated Monitoring Framework for Climate-Smart Agriculture” in the Fakara Climate Smart Village (Niger) in February 2021 <br> This monitoring framework de…
  datacite Bonilla-Findji, Osana, Eitzinger, Anton, Ouedraogo, Mathieu, Zougmoré, Robert 等 2021 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesMonitoringClimate Smart AgricultureHouseholds
• Household Survey Data on Nutritional Resilience and Agricultural Shocks Among Arable Farmers in Northern Uganda
  <p>This household survey was conducted across 322 households in the four sub counties of Nwoya district (Anaka, Alero, Purongo and Kochgoma) in December 2017. This was an end line survey that was conducted as part of the project increasing food security …
  datacite Mwungu, Chris M, Shikuku, Kelvin Mashisia, Atibo, Christopher, Mwongera, Caroline 2019 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesResilienceFood and nutrition securityClimate change
• Role of social network in CSA adoption
  This dataset was collected as part of a case study aimed at examining the role of social networks in the adoption of climate-smart agricultural (CSA) technologies in Cambodia. The data focus on farmers’ demographic and socioeconomic profiles, their interperson…
  datacite San, Su Su, Buscano Flor, Rica Joy 2025 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesClimate smart agriculture, adoption, social network analysis, Cambodia
• 2019 - CSA Monitoring: Kaffrine Climate-Smart Village (Senegal)
  <p align="justify">This dataset contains the files produced in the implementation of the “Integrated Monitoring Framework for Climate-Smart Agriculture” in the Kaffrine Climate Smart Village (Senegal) in November 2019. </p> <br> This monitori…
  datacite Bonilla-Findji, Osana, Eitzinger, Anton, Andrieu, Nadine, Jarvis, Andy 等 2020 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesMonitoringClimate Smart AgricultureHouseholds
• 2021- CSA Monitoring: Hoima Climate-Smart Village (Uganda)
  <p align="justify"> This dataset contains the files produced in the implementation of the “Integrated Monitoring Framework for Climate-Smart Agriculture” in the Hoima Climate Smart Village (Uganda) in October 2021. </br> <br> This monitoring …
  datacite Bonilla-Findji, Osana, Eitzinger, Anton, Andrieu, Nadine, Läderach, Peter 等 2022 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesMonitoringClimate Smart AgricultureHouseholds
• "Unlabeled Chili Plant Image Dataset at Early Growth Stages for Smart Agriculture Research"
  "This dataset presents a collection of real-world images of chili plants captured during their early growth stages, primarily spanning the vegetative phase to the initial flowering stage. Notably, the dataset does not include fruit-bearing plants, as the focus…
  datacite Shahinur Rahman 2026 置信度 0.66
• Prediction of Plant Disease with Deep Learning Method
  With the rapid growth of the global population, the agricultural sector is under increasing pressure to enhance food production and crop health management. One of the critical challenges in this domain is the timely and accurate detection of plant diseases, wh…
  datacite Ms. Kaniz Fatema, Dr. Syed Sumera Ali, A. T. Jadhav, Dr. D. L. Bhuyar 2025 置信度 0.66
• Lo-Ra WAN Enabled Smart Agriculture System for Real-Time Pest and Crop Health Monitoring
  A LoRa WAN-Enabled Smart Agriculture System for real-time crop health and pest detection monitoring is presented in this project. In order to measure vital environmental parameters like soil moisture, temperature, pH, and gas emissions suggestive of pest activ…
  datacite T.Menakadevi, M.Gokulnath, A.Hariraman, K.Javith 2025 置信度 0.66
• The Role of IoT in Agriculture of Telangana
  IoT in agriculture can be used to achieve different goals as it can actually transformagriculture. The purpose of IoT-based smart agriculture is to make strategic decisions for theentire farm. As a result, the development of IoT technologies in the field of ag…
  datacite Dr .Srinivasa Rao Kadari 2025 置信度 0.66
• 2021- CSA Monitoring/Midline: Santa Rita Climate-Smart Village (Honduras)
  <p align="justify"> This dataset contains the files produced in the “adjusted” implementation (see Note below) of the standard “Integrated Monitoring Framework for Climate-Smart Agriculture” in the Santa Rita Climate-Smart Village (Honduras) in August-Se…
  datacite Bonilla-Findji, Osana, Eitzinger, Anton, Martínez-Barón, Deissy, Martínez-Salgado, Jesus David 等 2022 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesMonitoringClimate Smart AgricultureHouseholds
• 2021- CSA Monitoring/Midline: Olopa Climate-Smart Village (Guatemala)
  <p align="justify"> This dataset contains the files produced in the “adjusted” implementation (see Note below) of the standard “Integrated Monitoring Framework for Climate-Smart Agriculture” in the Olopa Climate-Smart Village (Guatemala) in August-Septem…
  datacite Bonilla-Findji, Osana, Eitzinger, Anton, Martínez-Barón, Deissy, Martínez-Salgado, Jesus David 等 2022 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesMonitoringClimate Smart AgricultureHouseholds
• Baseline data for Farm level and community aggregate economic impacts of adopting Climate Smart Agricultural Practices in Vietnam and Nicaragua
  The data includes baseline surveys of 170 farmers in Vietnam and 180 farmers in Nicaragua. Survey questions covered a wide range of topics ranging from demographic, socio-economic data, social capital, land use and land tenure; perception of current and future…
  datacite Le, Lan, Sain, Gustavo, Czaplicki, Stanislaw, Guerten, Nora 等 2019 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesClimate smart agricultureCost benefit analysisAdoption
• Smart Egg Hatching: The Role of Artificial Intelligence in Poultry Farming
  datacite El-Haysha, Mahmoud Salama 2026 置信度 0.66
• 2021- IFAD-UE/CCAFS CSA Monitoring: Cinzana Climate-Smart Village (Mali)
  <p align="justify"> This dataset contains the files produced in the implementation of the “Integrated Monitoring Framework for Climate-Smart Agriculture” in the Cinzana Climate Smart Village (Mali) in February 2021 <br> This monitoring framework de…
  datacite Bonilla-Findji, Osana, Eitzinger, Anton, Ouedraogo, Mathieu, Zougmoré, Robert 等 2021 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesMonitoringClimate Smart AgricultureHouseholds
• Intra-household and farm production decision making survey in rural Tanzania and Uganda
  This intra-household survey was conducted by CCAFS in Northern Uganda and Southern Tanzania in 2014 and 2015 respectively. The main aim of the project is to increase farm production and farming system resilience of small scale farmers in Uganda and Tanzania wh…
  datacite Winowiecki, Leigh, Mwongera, Caroline, Twyman, Jennifer, Shikuku, Kelvin Mashisia 等 2016 置信度 0.66 Agricultural SciencesEarth and Environmental SciencesSocial SciencesFarm productionSex-disaggregated data
• iot based hydrophobic underwater farming system
  The Hydrophobic Underwater Irrigation System is an innovative approach to efficient water management in agriculture, designed to minimize water loss and enhance irrigation precision. This system utilizes hydrophobic materials and controlled underwater delivery…
  datacite Poornima University 2026 置信度 0.66 Internet of Things
• iot based hydrophobic underwater farming system
  The Hydrophobic Underwater Irrigation System is an innovative approach to efficient water management in agriculture, designed to minimize water loss and enhance irrigation precision. This system utilizes hydrophobic materials and controlled underwater delivery…
  datacite Poornima University 2026 置信度 0.66 Internet of Things
• Artificial Intelligence in Smart Agriculture: Disease Detection and Yield Prediction in Strawberry Cultivation
  The paper refers to the need for innovative technologies in agriculture due to global population growth and limited natural resources. It highlights smart farming tools such as sensors, robotics, UAVs and artificial intelligence for monitoring crops and improv…
  datacite Bitakou, Effrosyni, Kotzabasaki, Marianna, Nychas, Konstantinos, Psiroukis, Vasilis 等 2025 置信度 0.66 Artificial Intelligence (AI), Smart farming, Strawberry cultivation, Disease detection, Machine vision
• Artificial Intelligence in Smart Agriculture: Disease Detection and Yield Prediction in Strawberry Cultivation
  The paper refers to the need for innovative technologies in agriculture due to global population growth and limited natural resources. It highlights smart farming tools such as sensors, robotics, UAVs and artificial intelligence for monitoring crops and improv…
  datacite Bitakou, Effrosyni, Kotzabasaki, Marianna, Nychas, Konstantinos, Psiroukis, Vasilis 等 2025 置信度 0.66 Artificial Intelligence (AI), Smart farming, Strawberry cultivation, Disease detection, Machine vision
• TRANSFORMING AGRICULTURE WITH AI-POWERED SMART DRONES
  This paper introduces an AI-driven smart drone framework for precision agriculture, integrating computer vision, machine learning, and sensor technology to enable real-time crop monitoring and disease detection. By transitioning from manual methods to automate…
  datacite Giri, Aryan, R, Gopal 2026 置信度 0.66 Smart DronesPrecision AgricultureUnmanned Aerial Vehicles (UAV)Artificial IntelligenceMachine Learning
• TRANSFORMING AGRICULTURE WITH AI-POWERED SMART DRONES
  This paper introduces an AI-driven smart drone framework for precision agriculture, integrating computer vision, machine learning, and sensor technology to enable real-time crop monitoring and disease detection. By transitioning from manual methods to automate…
  datacite Giri, Aryan, R, Gopal 2026 置信度 0.66 Smart DronesPrecision AgricultureUnmanned Aerial Vehicles (UAV)Artificial IntelligenceMachine Learning
• LAPORAN STUDI KELAYAKAN BISNIS TEKNOLOGI INFORMASI SISTEM MONITORING PINTAR BERBASIS IoT & WEB DASHBOARD UNTUK OPTIMALISASI BUDIDAYA JAMUR SHIITAKE (Lentinula edodes)
  Laporan ini menyajikan studi kelayakan bisnis komprehensif untuk sistem monitoring mikroklimat pintar berbasis Internet of Things (IoT) guna mengoptimalisasi budidaya jamur Shiitake. Budidaya jamur Shiitake di Indonesia menghadapi kendala serius berupa keterga…
  datacite Duryat, Nandang, Ropiq, Ainur, Faiz Caniggia, Syeddinul, L Junior, Brian 2026 置信度 0.66 Internet of Things (IoT)Smart FarmingShiitake Mushroom (Lentinula edodes)Studi Kelayakan BisnisTeknik Informasi
• LAPORAN STUDI KELAYAKAN BISNIS TEKNOLOGI INFORMASI SISTEM MONITORING PINTAR BERBASIS IoT & WEB DASHBOARD UNTUK OPTIMALISASI BUDIDAYA JAMUR SHIITAKE (Lentinula edodes)
  Laporan ini menyajikan studi kelayakan bisnis komprehensif untuk sistem monitoring mikroklimat pintar berbasis Internet of Things (IoT) guna mengoptimalisasi budidaya jamur Shiitake. Budidaya jamur Shiitake di Indonesia menghadapi kendala serius berupa keterga…
  datacite Duryat, Nandang, Ropiq, Ainur, Faiz Caniggia, Syeddinul, L Junior, Brian 2026 置信度 0.66 Internet of Things (IoT)Smart FarmingShiitake Mushroom (Lentinula edodes)Studi Kelayakan BisnisTeknik Informasi
• Smart Crop and Nutrient Advisory System using Machine Learning
  Precision agriculture demands intelligent systems that integrate soil, environmental, and regional parameters for optimized crop planning. This research proposes a hybrid AI-based Smart Crop and Nutrient Advisory system combining multiple machine learning mode…
  datacite Mrs. B Sivadharshini, Sreemathi P, Sahaya Riana X, Luxciya G 等 2026 置信度 0.66 Precision AgricultureCrop RecommendationEnsemble Machine LearningGenerative Artificial IntelligenceNutrient Advisory System
• Smart Crop and Nutrient Advisory System using Machine Learning
  Precision agriculture demands intelligent systems that integrate soil, environmental, and regional parameters for optimized crop planning. This research proposes a hybrid AI-based Smart Crop and Nutrient Advisory system combining multiple machine learning mode…
  datacite Mrs. B Sivadharshini, Sreemathi P, Sahaya Riana X, Luxciya G 等 2026 置信度 0.66 Precision AgricultureCrop RecommendationEnsemble Machine LearningGenerative Artificial IntelligenceNutrient Advisory System
• Precision Farming and Health Monitoring in Agric-Workers using Wearable AI Devices
  This paper introduces a smart precision farming system with wearable health monitoring to optimise the productivity of agriculture and guarantee the safety of agri-workers. The study attempts to combat the weaknesses of conventional agricultural systems that t…
  datacite Adigwe, Anthony I, Ojene, Cornelius 2026 置信度 0.66 Precision AgricultureArtificial IntelligenceInternet of ThingsWearable devices
• Precision Farming and Health Monitoring in Agric-Workers using Wearable AI Devices
  This paper introduces a smart precision farming system with wearable health monitoring to optimise the productivity of agriculture and guarantee the safety of agri-workers. The study attempts to combat the weaknesses of conventional agricultural systems that t…
  datacite Adigwe, Anthony I, Ojene, Cornelius 2026 置信度 0.66 Precision AgricultureArtificial IntelligenceInternet of ThingsWearable devices
• An AI-Driven Smart Irrigation and Fertigation System Using ESP32, IoT Sensors, and Cloud Monitoring
  Conventional agricultural irrigation relies heavily on static scheduling, leading to substantial water wastage and suboptimal crop yields due to the neglect of real-time environmental conditions. To address this inefficiency, this paper presents AgriSense, a l…
  datacite M. Nair, Abhijith, Maria Sebastian, Sona 2026 置信度 0.66 Precision agriculture, edge computing, fertigation, evapotranspiration, Adafruit IO, sensor fu- sion, IoT architecture
• An AI-Driven Smart Irrigation and Fertigation System Using ESP32, IoT Sensors, and Cloud Monitoring
  Conventional agricultural irrigation relies heavily on static scheduling, leading to substantial water wastage and suboptimal crop yields due to the neglect of real-time environmental conditions. To address this inefficiency, this paper presents AgriSense, a l…
  datacite M. Nair, Abhijith, Maria Sebastian, Sona 2026 置信度 0.66 Precision agriculture, edge computing, fertigation, evapotranspiration, Adafruit IO, sensor fu- sion, IoT architecture
• Enhanced Explainable AI-Based Crop Yield Prediction and Advisory System
  This research presents an advanced Explainable AI-based crop yield prediction and advisory system developed for precision agriculture. The system utilizes the XGBoost algorithm to achieve high prediction accuracy and integrates SHAP-based interpretability tech…
  datacite Gandu, Deepthi Chandra 2026 置信度 0.66 Crop Yield PredictionExplainable AIXGBoostPrecision AgricultureSHAP Analysis
• Enhanced Explainable AI-Based Crop Yield Prediction and Advisory System
  This research presents an advanced Explainable AI-based crop yield prediction and advisory system developed for precision agriculture. The system utilizes the XGBoost algorithm to achieve high prediction accuracy and integrates SHAP-based interpretability tech…
  datacite Gandu, Deepthi Chandra 2026 置信度 0.66 Crop Yield PredictionExplainable AIXGBoostPrecision AgricultureSHAP Analysis
• Progressive Multimodal Interaction Network for Reliable Quantification of Fish Feeding Intensity in Aquaculture
  Accurate quantification of fish feeding intensity is crucial for precision feeding in aquaculture, as it directly affects feed utilization and farming efficiency. Although multimodal fusion has proven to be an effective solution, existing methods often overloo…
  datacite Zhang, Shulong, Yao, Mingyuan, Zhao, Jiayin, Li, Daoliang 等 2025 置信度 0.66 Computer Vision and Pattern Recognition (cs.CV)Artificial Intelligence (cs.AI)Emerging Technologies (cs.ET)FOS: Computer and information sciencesFOS: Computer and information sciences
• SMART FARMING WITH AUTOMATION
  Abstract Modern agriculture faces several challenges such as unpredictable weather conditions, inefficient water management, plant disease detection, and the need for continuous monitoring of crops. This paper presents a Smart Farming with Automation system de…
  datacite Jadhav Eshaan Sagar, Jadhav Rohit Arjun, Joshi Ashutosh Hemant, Ingle Sahil Devidas, Ithape Balasaheb Devram, D. R. Narkhede 2026 置信度 0.66
• SMART FARMING WITH AUTOMATION
  Abstract Modern agriculture faces several challenges such as unpredictable weather conditions, inefficient water management, plant disease detection, and the need for continuous monitoring of crops. This paper presents a Smart Farming with Automation system de…
  datacite Jadhav Eshaan Sagar, Jadhav Rohit Arjun, Joshi Ashutosh Hemant, Ingle Sahil Devidas, Ithape Balasaheb Devram, D. R. Narkhede 2026 置信度 0.66
• Policy, Governance, and Scaling Up Agroecology in Southeast Asia
  Abstract Southeast Asia is at the frontline of climate change, biodiversity loss and agrarian transformation. Agroecology is increasingly promoted as a pathway to sustainable, climate-resilient and equitable food systems in the region. Over the past decade, AS…
  datacite Him, Hun, Leng, Channy, Horn, Sarun 2025 置信度 0.66
• Climate Change Impacts on Agriculture and Food Security in Cambodia and the Mekong Region
  Abstract The Lower Mekong Basin (LMB)—Cambodia, Lao PDR, Thailand and Viet Nam—is one of the world’s most climate-sensitive agricultural systems. Its rice-dominated farming landscapes are increasingly exposed to droughts, floods, heat stress, salinity intrusio…
  datacite Horn, Sarun 2025 置信度 0.66
• Climate-Smart Agriculture (CSA): Concepts, Evidence, and Pathways for Sustainable Food Systems
  Abstract Climate-Smart Agriculture (CSA) is an integrated framework that seeks to (1) sustainably increase agricultural productivity and incomes, (2) strengthen resilience and adaptive capacity to climate change, and (3) reduce and/or remove greenhouse-gas (GH…
  datacite Sarun, Horn, Hun, Him 2026 置信度 0.66
• Alternative Food Networks and Green Infrastructures
  Urbanisation, growing population pressure, and extreme weather conditions all contribute to food insecurity. In greenhouse farming, vegetables are harvested in a controlled environment, resulting in high-quality production with minimum resources. Such green in…
  datacite Lyu, Meilin 2026 置信度 0.66 Community-basedGreenhouseUrban agricultureFood regimeThe Netherlands
• Smart Farming Advisory System using Artificial Intelligence
  This paper presents an AI-driven Smart Farming Advisory System designed to assist farmers in making data-driven agricultural decisions. The system integrates machine learning algorithms, including Random Forest, Decision Tree, and K-Nearest Neighbors, to recom…
  datacite Flinto, Kavin H, Deva, Sachin C, Balaji, Suresh M, Elakiya, M 2026 置信度 0.66 Artificial IntelligenceMachine LearningSmart FarmingCrop RecommendationRandom Forest
• Smart Farming Advisory System using Artificial Intelligence
  This paper presents an AI-driven Smart Farming Advisory System designed to assist farmers in making data-driven agricultural decisions. The system integrates machine learning algorithms, including Random Forest, Decision Tree, and K-Nearest Neighbors, to recom…
  datacite Flinto, Kavin H, Deva, Sachin C, Balaji, Suresh M, Elakiya, M 2026 置信度 0.66 Artificial IntelligenceMachine LearningSmart FarmingCrop RecommendationRandom Forest
• Physical and biogeochemical marine data of the Smart Bay S. Teresa underwater observatory (Eastern Ligurian Sea, Italy), 2024-2025
  In July 2024, a preliminary real-time monitoring and transmission system based on wireless underwater networking (IoUT) was implemented in the harbour of La Spezia (Eastern Ligurian Sea) to create an early warning system for temperature increase and to monitor…
  datacite Bordone, Andrea, Raiteri, Giancarlo, Ciuffardi, Tiziana, Gabrielli, Erica 等 2025 置信度 0.66
• The Metabolic State Roadmap
  The Metabolic State Roadmap I. Purpose of the Roadmap The global transition of human infrastructure from centralized, extraction-based paradigms to distributed, generation-based cybernetic networks requires a mathematically precise and structurally unyielding …
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• The Metabolic State Roadmap
  The Metabolic State Roadmap I. Purpose of the Roadmap The global transition of human infrastructure from centralized, extraction-based paradigms to distributed, generation-based cybernetic networks requires a mathematically precise and structurally unyielding …
  datacite Brewer, Mark Anthony 2026 置信度 0.66
• Digital ethnography interview transcript No.02 - Climate projects in Sri Lanka
  The interview with a disaster management and resilience professional with 20 years of experience, traces a career bridging agriculture, organizational management, and humanitarian response in Sri Lanka. In Sri Lanka, she has engaged in climate-resilient water …
  datacite Sendanayake, Avishka 2026 置信度 0.66 Climate change adaptationDisaster resilience
• Digital ethnography interview transcript No.02 - Climate projects in Sri Lanka
  The interview with a disaster management and resilience professional with 20 years of experience, traces a career bridging agriculture, organizational management, and humanitarian response in Sri Lanka. In Sri Lanka, she has engaged in climate-resilient water …
  datacite Sendanayake, Avishka 2026 置信度 0.66 Climate change adaptationDisaster resilience
• Smart_Farming_East_Africa
  This dataset contains papers selected for quantitative and qualitative analysis while writing a review paper on the adoption and impact of smart farming technologies in East Africa.
  datacite kakundane, Joel 2026 置信度 0.66 Climate-Smart Agriculture
• Smart_Farming_East_Africa
  This dataset contains papers selected for quantitative and qualitative analysis while writing a review paper on the adoption and impact of smart farming technologies in East Africa.
  datacite kakundane, Joel 2026 置信度 0.66 Climate-Smart Agriculture
• Strategy for the development of a smart NDVI camera system for outdoor plant detection and agricultural embedded systems
  The application of (smart) cameras for process control, mapping, and advanced imaging in agriculture has become an element of precision farming that facilitates the conservation of fertilizer, pesticides, and machine time. This technique additionally reduces t…
  datacite Dworak, Volker, Selbeck, Joern, Dammer, Karl-Heinz, Hoffmann, Matthias 等 2013 置信度 0.66 630Smart cameraNDVIimage processingplant sensor
• Smart Agriculture Ecosystem: A Scalable Sensor Free Machine Learning Framework for Data- Driven Precision Farming
  datacite Raj, Harsh, Mahima Shiv Dwivedi, Patel, Manmeet, Sinha, Neha 等 2026 置信度 0.66
• IoT-Zoo Network Traffic 8 hour capture
  This dataset consists of 34269178 network packet samples extracted from the IoT-Zoo testbed. It represents a 28800-second execution of a heterogeneous IoT environment, featuring 43 distinct device profiles spanning Urban Observatory, Industrial, e-Health, and …
  datacite Bitzki, Leonardo de Jesus, Kreutz, Diego, Nogueira, Angelo 2026 置信度 0.66 IoTIoT-ZooInternet of thingsIoT-Edu
• IoT-Zoo Network Traffic 8 hour capture
  This dataset consists of 34269178 network packet samples extracted from the IoT-Zoo testbed. It represents a 28800-second execution of a heterogeneous IoT environment, featuring 43 distinct device profiles spanning Urban Observatory, Industrial, e-Health, and …
  datacite Bitzki, Leonardo de Jesus, Kreutz, Diego, Nogueira, Angelo 2026 置信度 0.66 IoTIoT-ZooInternet of thingsIoT-Edu
• Correction to: Cropping practices manipulate abundance patterns of root and soil microbiome members paving the way to smart farming
  An amendment to this paper has been published and can be accessed via the original article.
  datacite Hartman, Kyle, van der Heijden, Marcel G.A., Wittwer, Raphaël A., Banerjee, Samiran 等 2020 置信度 0.66
• INNOECOFOOD Project Newsletter Issue 3
  The last six months of 2025 marked an important phase in the progress of the INNOECOFOOD project as partners across Africa and Europe continue to advance innovations for sustainable aquaculture and circular bioeconomy solutions. In this issue, we highlight the…
  datacite Food Security for Peace and Nutrition Africa 2026 置信度 0.66 INNOECOFOODBlack soldier flycricketECOHUBRAS and IPRS
• INNOECOFOOD Project Newsletter Issue 3
  The last six months of 2025 marked an important phase in the progress of the INNOECOFOOD project as partners across Africa and Europe continue to advance innovations for sustainable aquaculture and circular bioeconomy solutions. In this issue, we highlight the…
  datacite Food Security for Peace and Nutrition Africa 2026 置信度 0.66 INNOECOFOODBlack soldier flycricketECOHUBRAS and IPRS
• AI Based Plant Disease Recommendation and Solution
  A productivity and food security, creating a need for intelligent and accessible diagnostic tools. This paper presents a web- based smart agriculture system that integrates deep learning–based plant disease recognition with an AI-driven advisory framework. A C…
  datacite Piyush Vinde, Aneesh Chavan, Rohit Gadai, Aarin Yadav 等 2026 置信度 0.66 CNNtensor flowStreamlitdeep learning
• AI Based Plant Disease Recommendation and Solution
  A productivity and food security, creating a need for intelligent and accessible diagnostic tools. This paper presents a web- based smart agriculture system that integrates deep learning–based plant disease recognition with an AI-driven advisory framework. A C…
  datacite Piyush Vinde, Aneesh Chavan, Rohit Gadai, Aarin Yadav 等 2026 置信度 0.66 CNNtensor flowStreamlitdeep learning
• A Survey on IoT and Blockchain Integration in Smart Agriculture for Sustainable and Resilient Food Systems
  The rapid advancement of digital technologies has significantly transformed modern agriculture, marking a shift toward systemswhere the integration of the Internet of Things (IoT) and blockchain supports more secure, transparent, and efficient agriculturaloper…
  datacite Senthil, Aneesh 2026 置信度 0.66 Internet of Things (IoT), Blockchain, Smart Agriculture, Supply Chain Traceability, Precision Farming, Artificial Intelligence, Smart Contracts, Agriculture 5.0, Food Security.
• A Survey on IoT and Blockchain Integration in Smart Agriculture for Sustainable and Resilient Food Systems
  The rapid advancement of digital technologies has significantly transformed modern agriculture, marking a shift toward systemswhere the integration of the Internet of Things (IoT) and blockchain supports more secure, transparent, and efficient agriculturaloper…
  datacite Senthil, Aneesh 2026 置信度 0.66 Internet of Things (IoT), Blockchain, Smart Agriculture, Supply Chain Traceability, Precision Farming, Artificial Intelligence, Smart Contracts, Agriculture 5.0, Food Security.
• Integrating New Frontier Digital Twins Technology in Smart Agriculture Revolution
  The effects of climate change on agriculture are very profound, including food security and the financial stability of developing countries. Thus, Artificial Intelligence (AI), Internet of Things (IoT), and Digital Twins (DTs) are significant in changing agric…
  datacite Imran Khan Jatoi, Mushtaque Ahmed Rahu, Nimra Memon, Muhammad Aurangzaib 等 2026 置信度 0.66 AI, IoT, Digital Twins, smart farming, climate resilience
• Integrating New Frontier Digital Twins Technology in Smart Agriculture Revolution
  The effects of climate change on agriculture are very profound, including food security and the financial stability of developing countries. Thus, Artificial Intelligence (AI), Internet of Things (IoT), and Digital Twins (DTs) are significant in changing agric…
  datacite Imran Khan Jatoi, Mushtaque Ahmed Rahu, Nimra Memon, Muhammad Aurangzaib 等 2026 置信度 0.66 AI, IoT, Digital Twins, smart farming, climate resilience
• Technology and innovation in the service of agricultural adaptation: Towards sustainable resilience in the face of climate change
  Agriculture today faces major challenges related to climate change, the degradation of natural resources, and the need to increase food production to meet growing demand. In this context, technological innovation plays a key role in adapting agricultural syste…
  datacite Bougunine Amine, Hicham Elyousfi 2026 置信度 0.66
• Technology and innovation in the service of agricultural adaptation: Towards sustainable resilience in the face of climate change
  Agriculture today faces major challenges related to climate change, the degradation of natural resources, and the need to increase food production to meet growing demand. In this context, technological innovation plays a key role in adapting agricultural syste…
  datacite Bougunine Amine, Hicham Elyousfi 2026 置信度 0.66
• Connecting climate services with plant health communities to enable climate-smart pest management
  Abstract Climate change is worsening plant disease impacts throughout Africa. Greater interaction between the climate services, plant health and pest management communities is urgently needed. This can only succeed when solutions are co-developed with farming …
  europepmc 2026 置信度 0.80
• Fish Farming 5.0: Advanced Tools for a Smart Aquaculture Management
  The principal goal of Precision Fish Farming (PFF) is to use data and new technologies such as sensors, cameras and internet connections to optimise fish-aquaculture operations. PFF improves fish farming operations, making them data driven, accurate and repeat…
  europepmc 2025 置信度 0.80
• A Strategic Perspective for Green Revolution 2.0 applying Game Theory-Based Decision Making for Smart and Natural Farming in India.
  In this conceptual paper, the authors study and present a strategic decision-making framework that aids game theory to evaluate smart and natural farming approaches. The increasing pressures of climate change, resource scarcity, and the demands of Volatile, Un…
  europepmc 2025 置信度 0.80
• Climate Change, Resource Scarcity, and Farmer-Herder Conflict: A Socioecological Analysis of Fulani Pastoralism in Nigeria
  The study examines how climate change and human pressures transform pastoralist conflicts in Nigeria through a socioecological lens. Focusing on Fulani pastoralists, it challenges narratives criminalising their survival strategies, highlighting systemic vulner…
  europepmc 2026 置信度 0.80
• Enhancing Food Safety in Bangladesh: Exploring Hydroponic Farming as a Sustainable Solution
  CONTEXT Food safety is a persistent challenge in Bangladesh due to pesticide misuse, soil contamination, and inadequate hygiene in conventional farming. Urbanization and declining arable land require sustainable, contamination-free food production systems. Hyd…
  europepmc 2025 置信度 0.80
• A Strategic Perspective for Green Revolution 2.0:Applying Game Theory Based Decision-Making Frameworks for Smart and Natural Farming in India
  Abstract In this conceptual paper, the authors develop and present a strategic decision-making framework that applies game theory to evaluate smart and natural farming approaches in India. In the face of increasing pressures from climate change, resource scarc…
  europepmc 2025 置信度 0.80
• Urban Expansion and Environmental Change: Impacts on Peri-Urban Farming Communities in Burayu, Shaggar City, Oromia
  Abstract As Shaggar City of Ethiopia’s Oromia Region expands outward, farmland around Burayu sub-City is shrinking and the environment is changing. This study looks at how farming families are coping with these pressures, using maps and local voices to underst…
  europepmc 2025 置信度 0.80
• Smart Modular Vertical Farms: Addressing Food Security and Resource Efficiency in Singapore’s Urban Environment
  This study presents an outdoor modular, vertical farming system integrated into building façades to address urban food security and sustainability challenges in Singapore. The design integrates passive climate control, hydroponic and soil-based irrigation; act…
  europepmc 2026 置信度 0.80
• Developing an Environmental Conservation Framework for Sustainable Land Use Planning a Case of Kanakapanta Resettlement Scheme
  Land use planning plays an important role in advancing sustainable development by integrating environmental, social, and economic dimensions to optimize land utilization and bolster climate resilience. The adoption of efficient practices contributes to the mit…
  europepmc 2026 置信度 0.80
• On-farm adoption and impacts of climate-smart agricultural practices on food security of smallholder farmers in Mali
  Abstract Climate-smart agriculture (CSA) has become a popular approach to build farmers’ adaptation capabilities to climate change effects in Sub-Saharan Africa. In Mali, a number of CSA practices have been promoted among smallholder farmers, but the literatur…
  europepmc 2025 置信度 0.80
• Developing an Environmental Conservation Framework for Sustainable Land Use Planning a Case of Kanakapanta Resettlement Scheme
  Land use planning plays an important role in advancing sustainable development by integrating environmental, social, and economic dimensions to optimize land utilization and bolster climate resilience. The adoption of efficient practices contributes to the mit…
  europepmc 2026 置信度 0.80
• Prediction of Diseases in Paddy Crop Using Machine Learning and Deep Learning
  Abstract Paddy crop diseases have a significant impact on the production of rice across the globe with immense losses in crop production as well as food security. Conventional disease diagnosis systems depend on visual inspection where the visual system is tim…
  europepmc 2026 置信度 0.80
• A Systematic Review of Machine Learning Methods in Smart Hydroponic Farming
  Abstract The burgeoning global population coupled with the increasing scarcity of arable land has necessitated innovative agricultural practices. Hydroponics, a soil-less cultivation method, has emerged as a promising solution to address these challenges by of…
  europepmc 2025 置信度 0.80
• Conservation Practices for Climate-Driven Drought Adaptation under Smallholder Farming Systems in Southern Mozambique: A Systematic Review
  Climate-driven droughts pose major threats to rainfed farming worldwide. To address these impacts, smart agricultural approaches focusing on conservation practices (CPs) have been widely recommended by institutions such as FAO, WFP, and IFAD, among others. Thi…
  europepmc 2025 置信度 0.80
• IoT-Enabled Smart Irrigation using Embedded Systems & Server-Sent Events
  Abstract The optimization of agricultural output and the effective management of water resources are two issues that modern agriculture is confronting, and these issues are being made worse by global climate change. This background has inspired the creation of…
  europepmc 2025 置信度 0.80
• Developing a Farmer-Centered Framework for Assessing Adoption Readiness of Digital Agricultural Technologies: Validation with German Farmers
  Abstract As agriculture undergoes digital transformation, farmers face the challenge of evaluating an expanding array of technologies for operational integration. This study addresses this challenge by developing and validating a farmer-centered adoption readi…
  europepmc 2025 置信度 0.80
• Ml-powered Smartagro Guidance Platform for Accurate Farming
  Abstract Smart farming technologies can considerably improve agricultural production, a key driver of the international economy. Smart Agro-Advisory Framework provides individualized advice regarding appropriate crops and fertilizers on the basis of environmen…
  europepmc 2025 置信度 0.80
• Smart Nutrient Management for Pest and Disease Control in Tropical Fruit Crops: A Literature Review for Practitioners
  Smart nutrient management is gaining traction as a cornerstone of integrated pest and disease control, especially in tropical fruit crops like papaya and banana—key commodities in northern Australia. This review explores how nutrient imbalances, particularly e…
  europepmc 2025 置信度 0.80
• Coffee Production Trends and Adoption of Climate-Smart Agroforestry Practices Among Smallholder Farmers in Sidama Ethiopia
  Abstract This study investigates the effects of climate variability on coffee production and the adoption of climate-smart farming (CSF) practices among smallholder farmers in Sidama, Ethiopia. Using a mixed-methods design, data were collected from 360 randoml…
  europepmc 2025 置信度 0.80
• Harnessing Technological Advancements for Enhanced Crop Management: A Study on Capsicum Phenology and Automation in Agriculture
  Background: Current advancements in communication and information have important impacts on the agricultural sector. Technology has been instrumental in developing innovative approaches to enhancing farming productivity and efficiency while also addressing env…
  europepmc 2025 置信度 0.80
• An IoT-Enabled Deep Learning Framework for Autonomous Environmental Monitoring and Toxicity Classification in Smart Mushroom Cultivation Systems
  Abstract Monitoring and controlling the weather is an essential aspect of mushroom development, particularly the effects of temperature, humidity, light intensity and the amount of carbon dioxide. The traditional method of mushroom farming is quite challenging…
  europepmc 2025 置信度 0.80
• Uncovering Indigenous Diversity and Farmer Preferences in Pigeon Pea (Cajanus cajan): Insights from Germplasm Exploration, Ethnobotanical Surveys, and Digital Phenotyping for Climate-Smart Breeding
  Abstract Pigeon pea ( Cajanus cajan [L.] Millsp.) remains an underutilized legume in most African countries despite its potential for climate-resilient farming systems, food diversification, and nutritional value. Limited knowledge of its indigenous diversity …
  europepmc 2025 置信度 0.80
• Novel Developments in Nano Fertilizer for Sustainable Crop Production to Promote Global Food Security
  The increased demand for food worldwide has led to the widespread use of synthetic chemical fertilizers. Since the Green Revolution, the use of such chemical fertilizers has been in high demand as a nutrient input in agriculture. The increased application of f…
  europepmc 2025 置信度 0.80
• Building Climate Resilience: A Review of the Impacts and Adaptation Strategies for Pastoralist and Farming Communities in Northern Ghana
  Abstract Northern Ghana is increasingly vulnerable to the multifaceted impacts of climate change, including rising temperatures, erratic rainfall patterns, and prolonged droughts. These climatic stressors significantly disrupt the livelihoods of farming and pa…
  europepmc 2025 置信度 0.80
• Grassroots Climate Resilience and Sustainable Agriculture: Evidence from Ranbir Singh Pura region, Jammu & Kashmir
  Abstract This study explores the impacts of climate variability on agriculture and livelihoods in R.S. Pura, Jammu—a Basmati rice-growing region increasingly affected by heatwaves, erratic rainfall, and groundwater depletion. Using a qualitative case study app…
  europepmc 2025 置信度 0.80
• Navigating Europe's agricultural transition: Systemic policy approaches to mixed farming and agroforestry
  Mixed farming and agroforestry systems offer the potential to optimise resource use and reduce environmental impacts by integrating crops, livestock and trees. By improving soil health, biodiversity, and carbon sequestration, these diversified farming systems …
  europepmc 2025 置信度 0.80
• Study of the Possibility of a Conceptual Framework for Digital Twin and Cyber-Physical Systems to Enhance Sustainable Agricultural Management
  Modern agriculture, in its quest for sustainability, resource optimization, and high-quality production under variable climate conditions, requires innovative and scalable solutions. This conceptual work proposes a framework for applying Digital Twin and Cyber…
  europepmc 2025 置信度 0.80
• Integrative Multi-Omics and Data Analytics Approach to Decipher Drought Stress Mechanisms in Cereal Crops for Climate-Smart Agriculture
  The vulnerability of worldwide food supply bases, primarily on cereal crops, grows be-cause of drought conditions that result from climate change. The effective analysis of drought tolerance requires advanced research methods over traditional breeding practice…
  preprints 2025 置信度 0.74
• Suitable Approach for Body Segmentation of Broilers Based on Deep Learning
  Abstract Smart technologies in modern poultry farms enable precise monitoring of broiler performance through computer vision and artificial intelligence, supporting data-driven farm management and improved production outcomes. This study evaluates three deep l…
  preprints 2025 置信度 0.74
• Securing Olive Tree Data: Blockchain and InterPlanetary File System Integration for Unmanned Aerial Vehicles Operations
  The work presented in this document explores the integration of blockchain technology with Unmanned Aerial Vehicles (UAVs) and InterPlanetary File System (IPFS) to enhance the security, efficiency, and transparency of aerial image transfer, with a special inte…
  preprints 2025 置信度 0.74
• Integration Between GIS, Remote Sensing Analysis and AHP for Assessment of Cultivating Suitability in Western Desert Land of Egypt
  Abstract The Western Desert of Egypt offers substantial potential for agricultural development to mitigate the nation’s food security issues. The study uses a multi-criteria decision-making framework based on the FAO land suitability classification and the Ana…
  preprints 2025 置信度 0.74
• Proposed Solar-Powered Motion Sensor for Farm Monitoring and Surveillance: A Solar-Powered Assisted Process
  Background: The farming industry faces continuous threats from pest control and farm security issues because rodents cause significant damage to crops and disrupt farm operations. Traditional pest control methods require continuous human interaction which prov…
  preprints 2025 置信度 0.74
• Harnessing IoT and Data Analytics to Enhance Resource Efficiency and Crop Productivity in Smallholder Agriculture
  This research focused on the development of a cost-effective IoT-enabled smart agriculture system meant to address the specific challenges that smallholder farmers are facing in Butaleja District (Uganda). The challenges included limited resources, dependence …
  preprints 2025 置信度 0.74