France’s
food and agriculture industry,
in focus.

Extension and Machinery Adoption

25.8% of this theme group

Researchers discuss barriers to technology transfer and adoption of modern agricultural machinery and extension services.

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

Climate Impacts on Food Security

19.9% of this theme group

Studies highlight how climate change threatens agricultural productivity and food security, urging systemic resource management.

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

Adaptation of Smallholder Systems

15.4% of this theme group

Analyses examine climate‑smart practices and livelihood outcomes for small‑scale farmers in vulnerable regions.

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?

Precision Agriculture Challenges

13.8% of this theme group

Papers identify technical and sustainability hurdles in deploying precision and smart farming technologies.

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

Production and Animal Welfare Issues

12.9% of this theme group

Research points to gaps in farm management, production efficiency, and animal welfare standards.

Agricultural science (35) · Agriculture (92) · Production (27) · Animal welfare (6)

Farm Management Information Systems.

Evaluating Impacts of Climate Change on Farm Management

IoT Security Concerns

7.0% of this theme group

Works raise concerns about data security and reliability of IoT infrastructures in smart agriculture.

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

Robotics Integration Barriers

5.1% of this theme group

Studies discuss technical, economic, and labor challenges of introducing robotics and automation on farms.

Robot (52) · Robotics (35) · Agriculture (67) · Automation (10)

Agricultural Robotics

Global trends in the development of agricultural robotics

Effectiveness of Climate‑Smart Practices

21.6% of this theme group

Authors caution that climate‑smart agriculture outcomes are mixed and context‑dependent.

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.

Economic Viability of Technology Adoption

21.4% of this theme group

Research warns that subsidies and market conditions heavily influence adoption success of new machinery.

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

Livestock and Crop Management Trade‑offs

16.9% of this theme group

Papers highlight complexities in integrating livestock, milking, and crop systems for sustainable outcomes.

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

Livelihood Risks under Climate Change

16.1% of this theme group

Analyses caution that climate‑smart interventions may not uniformly improve rural livelihoods.

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

IoT and Drone Deployment Limits

11.7% of this theme group

Studies note technical, regulatory, and cost constraints limiting widespread IoT and drone use in agriculture.

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

Credit Access and Inequality

7.3% of this theme group

Research points to uneven impacts of technology adoption on income distribution among farmers.

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

Profitability of Agroforestry Practices

4.9% of this theme group

Works question the economic returns of wetland and agroforestry management under changing climates.

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

Wireless Sensor Networks for Precision

21.2% of this theme group

Opportunities focus on sensor‑based systems that enable real‑time monitoring and resource‑efficient farming.

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

IoT‑Enabled Smart Farming Platforms

17.8% of this theme group

Papers explore cloud‑connected IoT solutions that streamline data collection and decision‑making in agriculture.

Internet of Things (451) · Agriculture (495) · Cloud computing (108) · Precision agriculture (129)

Smart agriculture system using IoT

IoT based System for Smart Agriculture

Autonomous Agricultural Robotics

14.9% of this theme group

Research highlights advances in mobile robots and motion planning for field operations.

Robot (412) · Robotics (77) · Mobile robot (60) · Motion planning (34)

On the Development of Intelligent Autonomous Agricultural Robot

Multi-Purpose Autonomous Agricultural Robot

Climate‑Smart Sustainable Practices

14.8% of this theme group

Studies present innovative approaches linking climate mitigation with food security and greenhouse‑gas reductions.

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

Deep Learning for Plant Health

11.5% of this theme group

Works demonstrate convolutional neural networks for disease detection and precision crop management.

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

Technology‑Driven Productivity Gains

11.0% of this theme group

Papers discuss how modern machinery and economics can boost yields and reduce poverty.

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

AI‑Enhanced Farm Management Systems

8.8% of this theme group

Research showcases generative AI tools for optimizing livestock and production management.

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

Paris

64.1% across the displayed hubs

54 companies hiring · $585.8M disclosed funding

Bordeaux

8.1% across the displayed hubs

4 companies hiring · $23.9M disclosed funding

Lyon

6.9% across the displayed hubs

9 companies hiring · $7.7M disclosed funding

Reims

5.5% across the displayed hubs

8 companies hiring · $91.1K disclosed funding

Marseille

4.6% across the displayed hubs

3 companies hiring · $1.2M disclosed funding

Cognac

4.3% across the displayed hubs

4 companies hiring · $3.5M disclosed funding

Toulouse

3.6% across the displayed hubs

1 companies hiring · $15.9M disclosed funding

Rungis

2.9% across the displayed hubs

6 companies hiring · $2.7M disclosed funding