Mexico’s
food and agriculture industry,
in focus.

Extension and Machinery Adoption Gaps

25.8% of this theme group

Researchers highlight difficulties in transferring technology and adopting modern machinery among farmers.

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 flag how climate change threatens agricultural productivity and food availability.

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 Challenges for Smallholders

15.4% of this theme group

Paper sets examine obstacles faced by small‑scale farmers in adopting climate‑smart practices.

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 Implementation Issues

13.8% of this theme group

Works discuss technical and infrastructural barriers to deploying smart farming and precision tools.

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 Management and Animal Welfare Concerns

12.9% of this theme group

Research points to inefficiencies in farm management and rising animal‑welfare challenges.

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

Farm Management Information Systems.

Evaluating Impacts of Climate Change on Farm Management

IoT Security and Cloud Risks

7.0% of this theme group

Authors raise concerns about data security and reliability of cloud‑based IoT systems in 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 Obstacles

5.1% of this theme group

Studies identify technical and economic hurdles limiting widespread use of agricultural robots.

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

Agricultural Robotics

Global trends in the development of agricultural robotics

Effectiveness of Climate‑Smart Strategies

21.6% of this theme group

Cautionary analyses question whether climate‑smart agriculture delivers promised benefits.

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.

Subsidy and Adoption Trade‑offs

21.4% of this theme group

Research warns that subsidies may not guarantee effective technology uptake among farmers.

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 caution about unintended consequences when integrating livestock and crop practices.

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 Policies

16.1% of this theme group

Analyses highlight potential negative impacts on rural incomes from certain climate‑smart interventions.

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 practical and regulatory constraints on using IoT sensors and drones on farms.

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 Effects

7.3% of this theme group

Research cautions that financing schemes can exacerbate income disparities 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 viability of wetland and agroforestry interventions.

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 Farming

21.2% of this theme group

Opportunities focus on sensor‑based systems that enable real‑time field monitoring and resource optimization.

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 Cloud Platforms

17.8% of this theme group

Research highlights cloud‑connected IoT solutions that streamline data collection and decision support.

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

Papers explore mobile robots and motion‑planning algorithms for field tasks without human intervention.

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

On the Development of Intelligent Autonomous Agricultural Robot

Multi-Purpose Autonomous Agricultural Robot

Greenhouse‑Gas Reduction via Climate‑Smart Practices

14.8% of this theme group

Studies propose methods to lower emissions while improving productivity under changing climate conditions.

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 Disease Detection

11.5% of this theme group

Research showcases convolutional neural networks that identify crop diseases early to boost yields.

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 Adoption for Poverty Reduction

11.0% of this theme group

Works emphasize how modern machinery and economics can lift smallholders out of 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‑Driven Farm Management Systems

8.8% of this theme group

Papers present generative AI tools that optimize livestock and production planning for higher efficiency.

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

Mexico City

38.4% across the displayed hubs

7 companies hiring · $561.0K disclosed funding

Guadalajara

15.5% across the displayed hubs

0 companies hiring · $0 disclosed funding

Jalisco

11.8% across the displayed hubs

1 companies hiring · $3.8M disclosed funding

Monterrey

10.2% across the displayed hubs

0 companies hiring · $250.0K disclosed funding

Zapopan

8.6% across the displayed hubs

0 companies hiring · $0 disclosed funding

Oaxaca

6.1% across the displayed hubs

0 companies hiring · $26.2M disclosed funding

Puebla

4.9% across the displayed hubs

0 companies hiring · $0 disclosed funding

Ciudad De Mexico

4.5% across the displayed hubs

0 companies hiring · $0 disclosed funding