652papers
8,585worldwide comparison pool
652India-affiliated papers
Research orientation
Contribution mix
Tone counts: 584 positive · 34 neutral · 34 negative.
Common problems researchers identify
139 papers · 21.3% of this field
- Agriculture119 papers
- Food security32 papers
- Climate change21 papers
- Robotics11 papers
- Productivity10 papers
- Sustainability8 papers
- Internet of Things8 papers
- Livelihood8 papers
Landmark: Climate-smart agriculture: what is it good for?
Cautions
47 papers · 7.2% of this field
- Agriculture26 papers
- Climate change8 papers
- Natural resource economics5 papers
- Weed5 papers
- Food security5 papers
- Tillage4 papers
- Productivity4 papers
- Psychological intervention3 papers
Landmark: An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries
Opportunities
337 papers · 51.7% of this field
- Agriculture198 papers
- Robot44 papers
- Internet of Things31 papers
- Precision agriculture27 papers
- Climate change21 papers
- Productivity16 papers
- Cloud computing14 papers
- Agroforestry14 papers
Landmark: Responses of soil carbon sequestration to climate‐smart agriculture practices: A meta‐analysis
Leading institutions
International Food Policy Research Institute
1,024 University of Kentucky
809 Colorado State University
585 Indiana University – Purdue University Indianapolis
527 Agricultural Research Service
525 Georgia Institute of Technology
503 Leading researchers
Highly cited breakthrough-labelled papers
- The Robotanist: A ground-based agricultural robot for high-throughput crop phenotyping151 citations
- Self-Powered Sensing for Smart Agriculture by Electromagnetic–Triboelectric Hybrid Generator141 citations
- sCrop: A Novel Device for Sustainable Automatic Disease Prediction, Crop Selection, and Irrigation in Internet-of-Agro-Things for Smart Agriculture130 citations
- Blockchain-Based Cloud-Enabled Security Monitoring Using Internet of Things in Smart Agriculture111 citations
- Renewable Energy Integration Into Cloud & IoT-Based Smart Agriculture110 citations
Common problems researchers identify
125 papers · 4 recurring themes
Common problems researchers identify · 01Climate Change / Agriculture
43 papers34.4% of this theme group
Climate change (20) · Agriculture (43) · Food security (17) · Government (6)
Climate-smart agriculture global research agenda: scientific basis for action
Economics of Climate Smart Agriculture: An Overview
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Common problems researchers identify · 02Robotics / Agriculture
37 papers29.6% of this theme group
Robotics (10) · Agriculture (32) · Robot (6) · Internet of Things (6)
Computer vision in smart agriculture and precision farming: Techniques and applications
Artificial Intelligence of Things (AIoT) for smart agriculture: A review of architectures, technologies and solutions
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Common problems researchers identify · 03Agriculture / Economic Growth
29 papers23.2% of this theme group
Agriculture (27) · Economic growth (3) · Agricultural economics (4) · Public economics (2)
Agricultural Technology in Africa
Agricultural Technology Choice and Transport
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Common problems researchers identify · 04Agricultural Science / Nutrient Management
16 papers12.8% of this theme group
Agricultural science (4) · Nutrient management (2) · Nutrient (2) · Agronomy (2)
Meta-analysis of the effects of on-farm management strategies on milk yields of dairy cattle on smallholder farms in the Tropics
An overview of organic, grassfed dairy farm management and factors related to higher milk production
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Cautions
44 papers · 4 recurring themes
Cautions · 01Climate Change / Agriculture
16 papers36.4% of this theme group
Climate change (8) · Agriculture (13) · Sustainability (3) · Greenhouse gas (3)
A Short History of the Evolution of the Climate Smart Agriculture Approach and Its Links to Climate Change and Sustainable Agriculture Debat
Climate smart agriculture and global food-crop production
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Cautions · 02Agriculture / Agricultural Economics
14 papers31.8% of this theme group
Agriculture (11) · Agricultural economics (4) · Diversification (2) · Developing country (2)
An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries
The Role of Information in Agricultural Technology Adoption: Experimental Evidence from Rice Farmers in Uganda
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Cautions · 03Mixed theme
8 papers18.2% of this theme group
Relationship between farm management strategies, reticuloruminal pH variations, and risks of subacute ruminal acidosis
Farm management practices associated with influenza A virus contamination of people working in Midwestern United States swine farms
Cautions · 04Ecology / Food Security
6 papers13.6% of this theme group
Ecology (2) · Food security (2) · Agriculture (3)
Who is resilient in Africa’s Green Revolution? Sustainable intensification and Climate Smart Agriculture in Rwanda
Farm management, not soil microbial diversity, controls nutrient loss from smallholder tropical agriculture
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Opportunities
312 papers · 6 recurring themes
Opportunities · 01Agriculture / Precision Agriculture
95 papers30.4% of this theme group
Agriculture (53) · Precision agriculture (16) · Intrusion detection system (5) · Archaeology (5)
Smart Agriculture Revolution: Edge AI for Precision Farming on Low-Power Embedded Systems
Smart Agriculture System for Soil Analysis and Crop Suggestion using AI Techniques
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Opportunities · 02Climate Change / Agriculture
55 papers17.6% of this theme group
Climate change (18) · Agriculture (46) · Agroforestry (13) · Tillage (7)
Adapting agriculture to climate change: institutional determinants of adoption of climate-smart agriculture among smallholder farmers in Ken
Climate-smart agriculture: Greenhouse gas mitigation in climate-smart villages of Ghana
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Opportunities · 03Robot / Mobile Robot
55 papers17.6% of this theme group
Robot (36) · Mobile robot (7) · Robotics (8) · Agriculture (25)
Vision‐based Obstacle Detection and Navigation for an Agricultural Robot
Smart Multipurpose Agricultural Robot
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Opportunities · 04Internet Of Things / Agriculture
51 papers16.3% of this theme group
Internet of Things (27) · Agriculture (35) · Cloud computing (10) · Wireless (6)
Smart Agriculture Based on IoT and Cloud Computing
Internet of Things (IoT)-Enabled Machine Learning Models for Efficient Monitoring of Smart Agriculture
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Opportunities · 05Agricultural Economics / Agriculture
29 papers9.3% of this theme group
Agricultural economics (8) · Agriculture (23) · Welfare (3) · Agricultural machinery (3)
Poverty Reduction Effects of Agricultural Technology Adoption: A Micro-evidence from Rural Tanzania
Subsidies for Agricultural Technology Adoption: Evidence from a Randomized Experiment with Improved Grain Storage Bags in Uganda
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Opportunities · 06Herd / Flock
27 papers8.7% of this theme group
Herd (3) · Flock (3) · Biosecurity (3) · Pollinator (3)
Farm Management, Environment, and Weather Factors Jointly Affect the Probability of Spinach Contamination by Generic Escherichia coli at the
Using farm management practices to predict Campylobacter prevalence in pastured poultry farms
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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: United States. This may be broader than the company geography.