8,585papers
8,585worldwide comparison pool
—India-affiliated papers
Research orientation
Contribution mix
Tone counts: 7,821 positive · 438 neutral · 326 negative.
Common problems researchers identify
1,815 papers · 21.1% of this field
- Agriculture1,493 papers
- Climate change293 papers
- Food security235 papers
- Sustainability118 papers
- Productivity117 papers
- Internet of Things111 papers
- Production104 papers
- Agricultural economics101 papers
Landmark: Internet-of-Things (IoT)-Based Smart Agriculture: Toward Making the Fields Talk
Cautions
435 papers · 5.1% of this field
- Agriculture318 papers
- Food security60 papers
- Climate change59 papers
- Productivity49 papers
- Agricultural economics46 papers
- Production35 papers
- Sustainability33 papers
- Agroforestry26 papers
Landmark: Adoption of agricultural technology in the developing world: A meta-analysis of the empirical literature
Opportunities
4,218 papers · 49.1% of this field
- Agriculture2,634 papers
- Internet of Things520 papers
- Robot461 papers
- Precision agriculture376 papers
- Agricultural engineering297 papers
- Food security255 papers
- Productivity253 papers
- Climate change233 papers
Landmark: Responses of soil carbon sequestration to climate‐smart agriculture practices: A meta‐analysis
Leading institutions
International Center for Tropical Agriculture
2,646 International Crops Research Institute for the Semi-Arid Tropics
2,547 Wageningen University & Research
2,127 Food and Agriculture Organization of the United Nations
1,929 Nanjing Agricultural University
1,699 International Maize and Wheat Improvement Center
1,659 Leading researchers
Mohammad Ammad Uddin
1,324 Highly cited breakthrough-labelled papers
- Blockchain and IoT based Food Traceability for Smart Agriculture339 citations
- An Energy Efficient and Secure IoT-Based WSN Framework: An Application to Smart Agriculture293 citations
- IOT Based Smart Agriculture Monitoring System248 citations
- An efficient LoRa-based smart agriculture management and monitoring system using wireless sensor networks211 citations
- Climate smart agriculture rapid appraisal (CSA-RA): A tool for prioritizing context-specific climate smart agriculture technologies190 citations
Common problems researchers identify
1,622 papers · 7 recurring themes
Common problems researchers identify · 01Agricultural Machinery / Agriculture
418 papers25.8% of this theme group
Agricultural machinery (87) · Agriculture (363) · Agricultural extension (51) · Extension (36)
Use of information and communication technologies for transfer of technology- The impact on adoption of improved agricultural technology
A Comment on the Study of Agricultural Technology Extension
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Common problems researchers identify · 02Climate Change / Agriculture
323 papers19.9% of this theme group
Climate change (191) · Agriculture (299) · Food security (103) · Environmental resource management (68)
Climate-smart agriculture: Insights and challenges
Climate Smart Agriculture: An Option for Changing Climatic Situation
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Common problems researchers identify · 03Agriculture / Climate Change
250 papers15.4% of this theme group
Agriculture (235) · Climate change (86) · Food security (56) · Livelihood (35)
The Dynamics of Climate Change Adaptation in Sub-Saharan Africa: A Review of Climate-Smart Agriculture among Small-Scale Farmers
Uptake of Climate-Smart Agriculture in West Africa: What can we learn from climate-smart villages of Ghana, Mali and Niger?
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Common problems researchers identify · 04Agriculture / Precision Agriculture
224 papers13.8% of this theme group
Agriculture (203) · Precision agriculture (27) · Archaeology (19) · Agricultural engineering (22)
Sustainable computing in smart agriculture: survey and challenges
Smart Agriculture Development and Its Contribution to the Sustainable Digital Transformation of the Agri-Food Sector
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Common problems researchers identify · 05Agricultural Science / Agriculture
210 papers12.9% of this theme group
Agricultural science (35) · Agriculture (92) · Production (27) · Animal welfare (6)
Farm Management Information Systems.
Evaluating Impacts of Climate Change on Farm Management
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Common problems researchers identify · 06Internet Of Things / Agriculture
114 papers7.0% of this theme group
Internet of Things (95) · Agriculture (100) · Computer security (17) · Cloud computing (16)
An Internet of Things (IoT) Architecture for Smart Agriculture
Impact of Internet of Things (IoT) in Smart Agriculture
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Common problems researchers identify · 07Robot / Robotics
83 papers5.1% of this theme group
Robot (52) · Robotics (35) · Agriculture (67) · Automation (10)
Agricultural Robotics
Global trends in the development of agricultural robotics
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Cautions
384 papers · 7 recurring themes
Cautions · 01Agriculture / Climate Change
83 papers21.6% of this theme group
Agriculture (73) · Climate change (33) · Food security (23) · Natural resource economics (17)
Climate Smart Agriculture: Achievements and Prospects in Africa
Is Climate-Smart Agriculture effective? A review of selected cases.
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Cautions · 02Agriculture / Agricultural Economics
82 papers21.4% of this theme group
Agriculture (74) · Agricultural economics (21) · Agricultural machinery (11) · Subsidy (6)
An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries
Cultivating Change: Computational Strategies for Enhancing Adoption of Agricultural Technology in Developing Countries: A Review
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Cautions · 03Milking / Animal Science
65 papers16.9% of this theme group
Milking (4) · Animal science (4) · Livestock (6) · Agronomy (6)
Integrated farm management for sustainable agriculture: Lessons for knowledge exchange and policy
Assessing cover crop and intercrop performance along a farm management gradient
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Cautions · 04Agriculture / Food Security
62 papers16.1% of this theme group
Agriculture (61) · Food security (19) · Livelihood (11) · Climate change (17)
Assessing the role of climate-smart agriculture in combating climate change, desertification and improving rural livelihood in Northern Nige
Adoption of agricultural practices with climate smart agriculture potentials and food security among farm households in northern Nigeria
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Cautions · 05Internet Of Things / Robot
45 papers11.7% of this theme group
Internet of Things (7) · Robot (6) · Agriculture (30) · Drone (3)
A Comprehensive Study of Using Internet of Things (IOT) in Monitoring System for Smart Agriculture
Making Agriculture More Intelligent: Progress of Agricultural Robots
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Cautions · 06Agriculture / Productivity
28 papers7.3% of this theme group
Agriculture (25) · Productivity (10) · Agricultural economics (10) · Agricultural machinery (6)
Access to credit and heterogeneous effects on agricultural technology adoption: Evidence from large rural surveys in Ethiopia
The impact of agricultural technology adoption on income inequality: a propensity score matching analysis for rural Ethiopia
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Cautions · 07Wetland / Profitability Index
19 papers4.9% of this theme group
Wetland (3) · Profitability index (3) · Agronomy (4) · Agroforestry (5)
Climate change and maize yield in southern Africa: what can farm management do?
Farm Management Practices Used by Wheat Producers in the Western Great Plains: Estimating Their Productivity and Profitability
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Opportunities
3,768 papers · 7 recurring themes
Opportunities · 01Agriculture / Wireless Sensor Network
799 papers21.2% of this theme group
Agriculture (503) · Wireless sensor network (85) · Precision agriculture (108) · Agricultural engineering (103)
Innovations in Sensor-Based Systems and Sustainable Energy Solutions for Smart Agriculture: A Review
Smart Agriculture System
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Opportunities · 02Internet Of Things / Agriculture
671 papers17.8% of this theme group
Internet of Things (451) · Agriculture (495) · Cloud computing (108) · Precision agriculture (129)
Smart agriculture system using IoT
IoT based System for Smart Agriculture
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Opportunities · 03Robot / Robotics
561 papers14.9% of this theme group
Robot (412) · Robotics (77) · Mobile robot (60) · Motion planning (34)
On the Development of Intelligent Autonomous Agricultural Robot
Multi-Purpose Autonomous Agricultural Robot
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Opportunities · 04Climate Change / Agriculture
558 papers14.8% of this theme group
Climate change (205) · Agriculture (505) · Food security (143) · Greenhouse gas (43)
Climate-smart agriculture: adoption, impacts, and implications for sustainable development
Climate Smart Agriculture: Innovating Sustainable Practices for a Changing Climate
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Opportunities · 05Convolutional Neural Network / Agriculture
433 papers11.5% of this theme group
Convolutional neural network (78) · Agriculture (263) · Plant disease (39) · Precision agriculture (80)
Deep Learning Techniques for Smart Agriculture Applications
An Efficient Disease Prediction in Smart Agriculture Using Advanced Deep Learning Methods for Improving Crop Productivity
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Opportunities · 06Agriculture / Agricultural Machinery
413 papers11.0% of this theme group
Agriculture (331) · Agricultural machinery (69) · Agricultural economics (72) · China (40)
Small-scale Farming, Agricultural Productivity and Poverty Reduction in Nigeria: The Enabling Role of Agricultural Technology Adoption
Application of Sustainable Agricultural Technology to Increase Productivity and Food Security
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Opportunities · 07Production / Livestock
333 papers8.8% of this theme group
Production (35) · Livestock (18) · Management system (12) · Animal science (9)
A Farm Management Information System Using Future Internet Technologies
Leveraging Generative AI For Sustainable Farm Management Techniques Correspond To Optimization and Agricultural Efficiency Prediction
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How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
Concerns receiving less research attention
Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.
Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.