Poland’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 climate change as a major threat to 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

Work examines how climate‑smart practices struggle to reach vulnerable small‑scale farmers.

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 Barriers

13.8% of this theme group

Papers discuss technical and infrastructural obstacles to deploying precision and smart farming 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 Issues

12.9% of this theme group

Research points to inefficiencies in farm management and concerns for animal health.

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 IoT‑based farming systems.

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 Difficulties

5.1% of this theme group

Studies note technical and economic hurdles in adopting agricultural robots and automation.

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

Analyses question whether climate‑smart agriculture truly 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 cautions that subsidies may not guarantee widespread technology uptake.

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 balancing animal and plant production within integrated farms.

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 Impacts of Climate‑Smart Practices

16.1% of this theme group

Studies warn that climate‑smart interventions may not improve rural incomes as expected.

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 Risks

11.7% of this theme group

Authors point out technical reliability and regulatory concerns for IoT and drone use in 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 shows uneven benefits of technology adoption, potentially widening income gaps.

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 and Wetland Practices

4.9% of this theme group

Studies assess limited economic returns from certain sustainable land‑use strategies.

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.

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 scalable cloud solutions that connect farm devices for smarter management.

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 Robots

14.9% of this theme group

Papers explore mobile robots capable of performing diverse 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 agricultural methods that lower emissions while supporting food security.

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 demonstrates AI models that identify crop diseases early to improve 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‑Driven Productivity Gains in Emerging Markets

11.0% of this theme group

Work shows how modern machinery and economics can boost output 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‑Assisted Farm Management Systems

8.8% of this theme group

Papers present intelligent platforms that optimize livestock and crop operations for 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

Warsaw

44.6% across the displayed hubs

2 companies hiring · $1.7M disclosed funding

Krakow

17.7% across the displayed hubs

1 companies hiring · $1.2M disclosed funding

Poznan

10.2% across the displayed hubs

2 companies hiring · $0 disclosed funding

Wrocław

7.0% across the displayed hubs

0 companies hiring · $0 disclosed funding

Lublin

5.9% across the displayed hubs

0 companies hiring · $0 disclosed funding

Lodz

5.9% across the displayed hubs

0 companies hiring · $5.5M disclosed funding

Szczecin

4.8% across the displayed hubs

0 companies hiring · $0 disclosed funding

Wroclaw

3.8% across the displayed hubs

1 companies hiring · $0 disclosed funding