Radar · Industry landscape · Australia
Food and Agriculture Landscape of Australia 4,050 Food and Agriculture companies in Australia, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated August 2026.
4,050 companies tracked
$1.8B disclosed funding
120 hiring right now
847 events · 24 months
48,603 news articles · 12 months
Who leads Food and Agriculture in Australia Shows the top‑ranked Food and Agriculture firms in Australia, including hiring leaders, best‑funded firms, and the number currently hiring (120) and with disclosed funding rounds (84).
Radar
See all 4,050 Food and Agriculture companies in Australia
Filter by funding, headcount, hiring and location, and export the list.
How the Food and Agriculture ecosystem in Australia grew, 2016–2025 Displays the annual count of new Food and Agriculture companies from 2016 to 2025, with the highest year being 2016 (165 firms) and the most recent year 2025 (11 firms).
Companies founded / year
new Food and Agriculture companies in Australia
2016: 165 2017: 139 2018: 161 2019: 162 2020: 152 2021: 78 2022: 76 2023: 47 2024: 25 2025: 11 2016 2025
peak 165 in 2016
Companies raising / year
with a disclosed round that year
2016 2025
peak 17 in 2022
Disclosed funding / year
sum of disclosed rounds (USD)
2016: 107,775,122 2017: 89,660,052 2018: 264,686,662 2019: 39,144,347 2020: 111,041,724 2021: 305,341,240 2022: 21,772,629 2023: 203,156,557 2024: 163,271,850 2025: 41,156,048 2016 2025
peak $305.3M in 2021
Where Food and Agriculture companies in Australia are based Lists the Australian cities with the most Food and Agriculture companies, led by Sydney (373) and Melbourne (320), followed by Adelaide, Perth and Brisbane.
→ Hub 01
Sydney
373 Food and Agriculture companies
32% of the Food and Agriculture companies across these hubs
373 companies
$368.1M disclosed funding
15 hiring now
Hub 02
Melbourne
320 Food and Agriculture companies
27% of the Food and Agriculture companies across these hubs
320 companies
$374.7M disclosed funding
12 hiring now
Hub 03
Adelaide
140 Food and Agriculture companies
12% of the Food and Agriculture companies across these hubs
140 companies
$26.5M disclosed funding
4 hiring now
Hub 04
Perth
132 Food and Agriculture companies
11% of the Food and Agriculture companies across these hubs
132 companies
$18.6M disclosed funding
4 hiring now
Hub 05
Brisbane
123 Food and Agriculture companies
11% of the Food and Agriculture companies across these hubs
123 companies
$26.1M disclosed funding
7 hiring now
Hub 06
Gold Coast
30 Food and Agriculture companies
3% of the Food and Agriculture companies across these hubs
30 companies
$5.1M disclosed funding
1 hiring now
Hub 07
Hobart
25 Food and Agriculture companies
2% of the Food and Agriculture companies across these hubs
25 companies
$33k disclosed funding
Hub 08
Mclaren Vale
22 Food and Agriculture companies
2% of the Food and Agriculture companies across these hubs
The Food and Agriculture market map of Australia: what these companies actually do Breaks down the sector’s product sub‑categories, highlighting internet‑first brands (198) and plant‑based foods (56), and shows the dominant revenue models such as e‑commerce product sales (2,844).
Internet First Brands 198 companies · $11.6M raised · 3 hiring Plant Based Foods 56 companies · $41.5M raised · 3 hiring Nutritional Formula 51 companies · $99.2M raised · 1 hiring Consumer Digital 46 companies · $56.6M raised · 2 hiring Enterprise Tech 36 companies · $6.8M raised · 2 hiring Life Sciences 17 companies · $1.2M raised · 1 hiring B2C E-Commerce 16 companies · $11.3M raised · 1 hiring Agritech 13 companies · $100k raised · 1 hiring Enterprise Software 12 companies · $1.2M raised · 1 hiring B2C Grocery Delivery 12 companies · $285k raised · 1 hiring Uber for Grocery Delivery 12 companies · $285k raised · 1 hiring B2B Agritech 12 companies · $100k raised · 1 hiring Monetization
How Food and Agriculture companies make money How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
E-Commerce - Product 2,844
Physical Commerce 1,700
Advertising 594
Commission on Transaction 435
E-Commerce - Service 426
Fee-For-Service 402
Sponsorship 129
Subscription 72
Funding, M&A and the deals moving Food and Agriculture in Australia Counts corporate events over the past two years, totaling 847, with earnings reports (194) and key‑person announcements (159) being the most frequent types.
Earnings 194 Leadership 159 M&A 126 Announcement 102 Assets 83 Contracts 54 Funding 31 Capital 20 Lawsuit 17 Product 17
M&A Futuris today announced it had reached an agreement with IFFCO to take a further 5pc of AAco for $22.4m. 2026-04-13 Funding Recipients include Spacecubed Ventures, which will run its Plus Eight Accelerator program for 2026, and AgriStart, which is delivering the HARVEST + AgriSpace WA Agtech Investment Readiness Accelerator. Atomic Sky received funding for its HORIZON Impact Bridge WA program, while the Centre for Entrepreneurial Research and Innovation (CERI) will run its FIRST program targeting female innovators in research, science and technology. Other recipients include Impact Seed for its Impact Investment WA Alliance, Health Translation Group for biotechnology and health investor engagement, the Ocean Impact Organisation for a Blue Economy Innovation Platform, and First Nations X for its FNX Scale program. South West Angels received funding for a Regional Innovation and Investment Program, and Pollinators will operate a Mid West WA program — continuing the government’s push to direct innovation support beyond the Perth metro area. 2026-04-09 M&A Bridor also acquired Laurent Bakery in Australia (2025). 2026-04-06 M&A IBG provided an update regarding a proposed merger with BlockFuel Energy Inc., a Texas corporation ("BFE") 2026-03-31 M&A Australia's largest olive producer, Cobram Estate Olives (CBO), has completed its $250 million acquisition of US-based olive oil producer and marketer, California Olive Ranch (COR), from investment firm, Solum Partners. 2026-03-30 Funding The second close follows a $10 million first close in October 2025, bringing the total raised in the round to $18 million. 2026-03-24 Funding "4 Pines Brewing Co will receive up to $1.77 million in ARENA funding to support the electrification of its Brookvale brewhouse, enabling a transition away from natural gas" 2026-03-19 M&A "Genki Global Dining Concepts on Monday revealed its agreement to acquire Sushi Sushi, the quick service restaurant chain" 2026-02-16 M&A The agreement will see TWE buy back the Treasury Americas and Treasury Collective stock that is currently being held by RNDC in California. 2026-02-11 M&A The packaging arm of conglomerate San Miguel (Manila, Philippines) has completed the acquisition of Vinocor Worldwide Direct Pty. Ltd., a leading supplier of wine bottle closures and customized bottles in Australia; this acquisition was made by San Miguel Yamamura Packaging International Ltd. through its new Australian subsidiary SMYV Pty Ltd. 2026-02-02 Mergers and acquisitions Deals from the last 24 months where a Food and Agriculture company in Australia was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
Who is listing, hiring leaders, launching and winning work Provides details on notable corporate actions, including IPO filings, leadership changes, product launches and contract wins within the sector.
IPO pipeline
6 companies listed or filing · last 24 months
Contract wins
23 customer wins · last 24 months
Workforce actions
3 companies cutting roles · last 24 months
Earnings pulse
companies reporting results · last 24 months
37 companies reporting235 company-quarters trackedbeat 25 miss 10 in line 4
Half of these companies grew revenue faster than +7.0% , half slower.
Who is building Food and Agriculture in Australia Profiles 650 founders and CEOs across 546 companies, noting common alma maters like Monash University (3 founders) and RMIT University (2 founders).
Founders and chief executives 12 of 650, from the best-funded companies on this page
→ Prince Group. Monash University BS
Associate Partner - TenNine VC. The University of Queensland Bachelor of Economics 2002
Founder & Managing Director
John Foss
Chief Executive Officer
Jannik Olejas
Mackay Sugar, ex-Nordic Sugar, ex-Danisco Sugar, Australian Institute of Company Directors, 2022
Founder & Director
Brendan McKeegan
Australian Plant Proteins, ex-Emue Technologies, ex-Ninetydays, Swinburne University of Technology, 1990
Ex- Founder Synlait Milk, Te Pirita Irrigation, Calder Stewart Precast. Melbourne Business School MBA 2012
BioInfo Consulting and Investment, ex-Black Box, Australian Pork. UNSW BSc 1982, University of New England PhD 1986, QUT MBA 2000
Ex-Founder FlexiComm Software. RMIT University 199
Co-Founder - Managing Director
Michael Neil
Philter Brewing, ex-Oneill, ex-The Beanstalk, TAFE NSW- Sydney Institute, 2001
ACWA, The Commissioner, ex-Consilium Solutions, Urbnsurf.
Ex-3M Australia, Control Vend · TAFE NSW 1998
Co-Founder & CEO
Kristi Riordan
Startmate, ex-The Flatiron School, ex-Wework, Australian Institute of Company Directors, 2020
Where the founders studied
alma mater on record for 14 of 650 founders
Monash University 3
RMIT University 2
INSEAD 2
Tel Aviv University 1
The University of Queensland 1
Stanford University 1
London School of Economics and Political Science 1
Copenhagen Business School 1
Radar
Look up the people behind Food and Agriculture companies in Australia
Search founders, executives and operators by company, role and location.
Who funds Food and Agriculture in Australia Summarizes 136 funding rounds since 2016 from 120 investors, with the typical round size around $2.1 million.
Stage mix · rounds since 2016
Seed & Angel 59
Series A–B 23
Series C+ / PE 8
Grants, debt & other 46
The typical round is $2.1M — half were bigger, half smaller.
The biggest Food and Agriculture funding rounds in Australia Highlights the largest disclosed funding round—Zambrero’s $172.1 million Series D—and lists ten other large recent rounds.
Company Round Size When Backers Zambrero Series D $172.1M Feb 2023 Metric Capital Guzman y Gomez Series D $134.5M Apr 2024 Aware Super , Athletic Ventures , QVG Capital +4 more Guzman y Gomez Series C $86.8M Jan 2021 Magellan Financial Group , Athletic Ventures v2food Series B $54.5M Oct 2020 Altitude Partners , China Renaissance Group , Temasek +7 more v2food Series B $53.4M Aug 2021 Astanor , China Renaissance Group , Main Sequence +2 more Guzman y Gomez Series B $44M Aug 2018 TDM Growth Partners Lyre’s Series A $37M Nov 2021 D Squared Capital , Morgan Creek Capital Management , VRD +2 more Australian Plant Proteins Series C $34.8M Apr 2021 Bunge Brookibakehouse Series B $25M Nov 2025 ARADA v2food Series A $23.7M Nov 2019 Main Sequence , Horizons Ventures , Sequoia Capital
Venture round sizes · 2023–2025
<$1M 1
$1–10M 11
$10–50M 3
$50–250M 2
>$250M 0
17 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
What the news says about Food and Agriculture in Australia Counts 48,603 news articles in the last year, most often covering product launches, executive changes and major sports events linked to the sector.
News volume
Food and Agriculture coverage across Australia · articles per quarter
2021Q2: 10,871 2021Q3: 10,266 2021Q4: 9,451 2022Q1: 10,570 2022Q2: 11,263 2022Q3: 10,440 2022Q4: 12,968 2023Q1: 15,307 2023Q2: 12,446 2023Q3: 13,801 2023Q4: 12,244 2024Q1: 13,864 2024Q2: 12,726 2024Q3: 12,245 2024Q4: 13,339 2025Q1: 20,227 2025Q2: 11,495 2025Q3: 15,000 2025Q4: 10,420 2026Q1: 12,301 2021Q2 2026Q1
peak 20,227 in 2025Q1 · 48,603 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative )
2021 2023 2025
Positive-tone share moved 70% → 73%, negative 29% → 26% across 2021–2025.
What the coverage is about The subjects that dominate Food and Agriculture news in Australia. The arrow shows whether each one is being written about more or less than a year ago.
Formula one championships 5,207 ▼-50% International sports competitions 2,929 →+3% New product launches and innovations 2,282 ▲+66% Executive leadership changes and appointments 2,222 →+2% College athletics news 2,081 ▲+65% Strategic partnerships and collaborations 1,959 ▲+24% Championship event highlights 1,816 →-8% Horse racing betting tips 1,661 ▼-62% Sports injury reports 1,568 ▲+28% Company expansions and new market entries 1,524 ▲+128% Most-covered companies · last 12 months
34 Food and Agriculture companies here were named in the news over this period.
Prism
Watch Food and Agriculture coverage in Australia as it happens
Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.
Momentum
The words getting louder — and quieter Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.
beef cattle+66% international livestock trade+45% parcel delivery drone+1193% delivery drone+1193% cargo drone+1186% stocker cattle+47% beef nutrition+79% commodity export strategies+47% college playoffs+43% ceo change+111%
f1 world championship-50% f1 championship-48% f1 grand prix-35% test cricket-44% test innings-44%
The pressures the press keeps returning to Three recurring angles in Australia Food and Agriculture coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
71,305 articles touch this dimension · 31.8% critical tone
2021 2025
signals: f1 world championship, f1 championship, f1 grand prix
Funding Momentum ▲ rising
17,497 articles touch this dimension · 26.6% critical tone
2021 2025
signals: agricultural venture capital, agtech startup funding, agri-investment funds
Growth ▲ rising
29,335 articles touch this dimension · 18.8% critical tone
2021 2025
signals: cereal growth stage management, parcel delivery drone, delivery drone
Food and Agriculture jobs in Australia: who is hiring and what they ask for Shows 28 job postings from ten employers in the past year, with top required skills including Python, TypeScript and API design.
28 postings · last 12 months
37 postings tracked overall
10 employers advertising
Demand
The Skills Employers Ask For What Food and Agriculture employers in Australia put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.
python 6 ▲ typescript 5 ▲ non-relational schemas 3 ▲ state machines 3 ▲ api design 3 ▲ messaging 3 ▲ database design 3 ▲ caching 3 ▲ relational schemas 3 ▲ media prep 2 ▲ Most advertised titles
Mechanical Fitter - Parkes 1 Account Executive (Remote) [] 1 Accommodation Manager - Remote 1 Rendering Operator 1 Liquor Team Member - Bws Marsden (Alh) 1 Senior Strategic Sourcing Analyst 1 What Food and Agriculture research is working on Lists 8,585 academic papers on the sector, of which 1,815 identify common problems, 435 issue cautions, and 4,218 explore opportunities.
How this field talks about itself
Food and Agriculture papers (gold) against all published research (grey)
Promising 36.0% · 36.9% ≈ par
Descriptive 22.0% · 17.9% 1.2×
Problem-identifying 20.3% · 9.7% 2.1×
Breakthrough 13.1% · 26.4% 0.5×
Cautionary 5.1% · 4.2% 1.2×
Comparative 2.7% · 4.0% 0.7×
How the work is done
Empirical 44.3%
Methods-led 33.6%
Reviews 13.6%
Position pieces 7.5%
Theoretical 1.0%
How the research reads
91% positive · 5% neutral · 4% negative , across 8,585 papers.
The institutions behind the field
International Center for Tropical Agriculture 3k International Crops Research Institute for the Semi-Arid Tropics 3k Wageningen University & Research 2k Food and Agriculture Organization of the United Nations 2k Nanjing Agricultural University 2k International Maize and Wheat Improvement Center 2k ranked by how often their work is cited
Researchers who shaped it
Robert B. Zougmoré · Leslie Lipper · Bruce Campbell · Mohammad Ammad Uddin · Ali Mansour · Muhammad Ayaz · Zubair Sharif · El‐Hadi M. Aggoune
The most-cited breakthroughs
Blockchain and IoT based Food Traceability for Smart Agriculture · 339 cites An Energy Efficient and Secure IoT-Based WSN Framework: An Application to Smart Agriculture · 293 cites IOT Based Smart Agriculture Monitoring System · 248 cites An efficient LoRa-based smart agriculture management and monitoring system using wireless sensor networks · 211 cites Climate smart agriculture rapid appraisal (CSA-RA): A tool for prioritizing context-specific climate smart agriculture technologies · 190 cites Common problems researchers identify 1,622 papers · 7 recurring themes
→ Problems · theme 01
Extension and Machinery Gaps
418 papers · 25.8% of this block
2022: 28 of every 10,000 papers on this subject 2023: 30 of every 10,000 papers on this subject 2024: 26 of every 10,000 papers on this subject 2025: 37 of every 10,000 papers on this subject 2022: 28 of every 10,000 papers on this subject 2023: 30 of every 10,000 papers on this subject 2024: 26 of every 10,000 papers on this subject 2025: 37 of every 10,000 papers on this subject ▲ +30% share 2022→2025 share of research on this subject Researchers highlight limited technology transfer and outdated machinery hindering modern agricultural practices.
Agricultural machinery · Agriculture · Agricultural extension · Extension
“Use of information and communication technologies for transfer of technology- The impact on adoption of improved agricultural technology”
Problems · theme 02
Climate‑Driven Food Security Risks
323 papers · 19.9% of this block
2022: 2,471 of every 10,000 papers on this subject 2023: 2,536 of every 10,000 papers on this subject 2024: 2,507 of every 10,000 papers on this subject 2025: 2,600 of every 10,000 papers on this subject 2022: 2,471 of every 10,000 papers on this subject 2023: 2,536 of every 10,000 papers on this subject 2024: 2,507 of every 10,000 papers on this subject 2025: 2,600 of every 10,000 papers on this subject ▲ +5% share 2022→2025 share of research on this subject Studies flag climate impacts threatening crop yields and overall food system stability.
Climate change · Agriculture · Food security · Environmental resource management
“Climate-smart agriculture: Insights and challenges”
Problems · theme 03
Adaptation Challenges for Smallholders
250 papers · 15.4% of this block
2022: 2,169 of every 10,000 papers on this subject 2023: 2,234 of every 10,000 papers on this subject 2024: 2,157 of every 10,000 papers on this subject 2025: 2,398 of every 10,000 papers on this subject 2022: 2,169 of every 10,000 papers on this subject 2023: 2,234 of every 10,000 papers on this subject 2024: 2,157 of every 10,000 papers on this subject 2025: 2,398 of every 10,000 papers on this subject ▲ +11% share 2022→2025 share of research on this subject Paper focus on difficulties small farms face adopting climate‑smart practices.
Agriculture · Climate change · Food security · Livelihood
“The Dynamics of Climate Change Adaptation in Sub-Saharan Africa: A Review of Climate-Smart Agriculture among Small-Scale Farmers”
Problems · theme 04
Precision Agriculture Implementation Barriers
224 papers · 13.8% of this block
2022: 520 of every 10,000 papers on this subject 2023: 517 of every 10,000 papers on this subject 2024: 653 of every 10,000 papers on this subject 2025: 480 of every 10,000 papers on this subject 2022: 520 of every 10,000 papers on this subject 2023: 517 of every 10,000 papers on this subject 2024: 653 of every 10,000 papers on this subject 2025: 480 of every 10,000 papers on this subject ▼ -8% share 2022→2025 share of research on this subject Works discuss technical and infrastructural obstacles to deploying smart farming tools.
Agriculture · Precision agriculture · Archaeology · Agricultural engineering
“Sustainable computing in smart agriculture: survey and challenges”
Problems · theme 05
Production Management and Animal Welfare Issues
210 papers · 12.9% of this block
2022: 303 of every 10,000 papers on this subject 2023: 292 of every 10,000 papers on this subject 2024: 208 of every 10,000 papers on this subject 2025: 119 of every 10,000 papers on this subject 2022: 303 of every 10,000 papers on this subject 2023: 292 of every 10,000 papers on this subject 2024: 208 of every 10,000 papers on this subject 2025: 119 of every 10,000 papers on this subject ▼ -61% share 2022→2025 share of research on this subject Research points to inefficiencies in farm management and concerns for animal health.
Agricultural science · Agriculture · Production · Animal welfare
“Farm Management Information Systems.”
Problems · theme 06
IoT Security and Cloud Vulnerabilities
114 papers · 7.0% of this block
2022: 1,284 of every 10,000 papers on this subject 2023: 1,266 of every 10,000 papers on this subject 2024: 1,203 of every 10,000 papers on this subject 2025: 1,200 of every 10,000 papers on this subject 2022: 1,284 of every 10,000 papers on this subject 2023: 1,266 of every 10,000 papers on this subject 2024: 1,203 of every 10,000 papers on this subject 2025: 1,200 of every 10,000 papers on this subject ▼ -7% share 2022→2025 share of research on this subject Authors raise concerns about data protection and reliability in connected farming systems.
Internet of Things · Agriculture · Computer security · Cloud computing
“An Internet of Things (IoT) Architecture for Smart Agriculture”
Problems · theme 07
Robotics Integration Limits
83 papers · 5.1% of this block
2022: 889 of every 10,000 papers on this subject 2023: 911 of every 10,000 papers on this subject 2024: 889 of every 10,000 papers on this subject 2025: 944 of every 10,000 papers on this subject 2022: 889 of every 10,000 papers on this subject 2023: 911 of every 10,000 papers on this subject 2024: 889 of every 10,000 papers on this subject 2025: 944 of every 10,000 papers on this subject ▲ +6% share 2022→2025 share of research on this subject Studies note technical and economic constraints slowing robot adoption in agriculture.
Robot · Robotics · Agriculture · Automation
“Agricultural Robotics”
Cautions 384 papers · 7 recurring themes
→ Cautions · theme 01
Effectiveness of Climate‑Smart Strategies
83 papers · 21.6% of this block
2022: 2,413 of every 10,000 papers on this subject 2023: 2,486 of every 10,000 papers on this subject 2024: 2,510 of every 10,000 papers on this subject 2025: 2,614 of every 10,000 papers on this subject 2022: 2,413 of every 10,000 papers on this subject 2023: 2,486 of every 10,000 papers on this subject 2024: 2,510 of every 10,000 papers on this subject 2025: 2,614 of every 10,000 papers on this subject ▲ +8% share 2022→2025 share of research on this subject Cautionary analyses question whether climate‑smart approaches deliver promised benefits.
Agriculture · Climate change · Food security · Natural resource economics
“Climate Smart Agriculture: Achievements and Prospects in Africa”
Cautions · theme 02
Economic Barriers to Technology Adoption
82 papers · 21.4% of this block
2022: 393 of every 10,000 papers on this subject 2023: 386 of every 10,000 papers on this subject 2024: 360 of every 10,000 papers on this subject 2025: 245 of every 10,000 papers on this subject 2022: 393 of every 10,000 papers on this subject 2023: 386 of every 10,000 papers on this subject 2024: 360 of every 10,000 papers on this subject 2025: 245 of every 10,000 papers on this subject ▼ -38% share 2022→2025 share of research on this subject Research warns that subsidies and financing gaps impede uptake of new agricultural tools.
Agriculture · Agricultural economics · Agricultural machinery · Subsidy
“An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries”
Cautions · theme 03
Livestock and Crop Management Trade‑offs
65 papers · 16.9% of this block
2022: 189 of every 10,000 papers on this subject 2023: 179 of every 10,000 papers on this subject 2024: 129 of every 10,000 papers on this subject 2025: 114 of every 10,000 papers on this subject 2022: 189 of every 10,000 papers on this subject 2023: 179 of every 10,000 papers on this subject 2024: 129 of every 10,000 papers on this subject 2025: 114 of every 10,000 papers on this subject ▼ -40% share 2022→2025 share of research on this subject Papers caution about complex interactions between animal husbandry and crop production systems.
Milking · Animal science · Livestock · Agronomy
“Integrated farm management for sustainable agriculture: Lessons for knowledge exchange and policy”
Cautions · theme 04
Livelihood Impacts of Climate Interventions
62 papers · 16.1% of this block
2022: 2,169 of every 10,000 papers on this subject 2023: 2,234 of every 10,000 papers on this subject 2024: 2,157 of every 10,000 papers on this subject 2025: 2,398 of every 10,000 papers on this subject 2022: 2,169 of every 10,000 papers on this subject 2023: 2,234 of every 10,000 papers on this subject 2024: 2,157 of every 10,000 papers on this subject 2025: 2,398 of every 10,000 papers on this subject ▲ +11% share 2022→2025 share of research on this subject Analyses highlight uncertain outcomes for rural incomes when applying climate‑smart practices.
Agriculture · Food security · Livelihood · Climate change
“Assessing the role of climate-smart agriculture in combating climate change, desertification and improving rural livelihood in Northern Nige”
Cautions · theme 05
IoT and Drone Reliability Concerns
45 papers · 11.7% of this block
2022: 1,213 of every 10,000 papers on this subject 2023: 1,228 of every 10,000 papers on this subject 2024: 1,218 of every 10,000 papers on this subject 2025: 1,184 of every 10,000 papers on this subject 2022: 1,213 of every 10,000 papers on this subject 2023: 1,228 of every 10,000 papers on this subject 2024: 1,218 of every 10,000 papers on this subject 2025: 1,184 of every 10,000 papers on this subject ▼ -2% share 2022→2025 share of research on this subject Studies point to technical reliability and data quality issues in sensor‑driven farming.
Internet of Things · Robot · Agriculture · Drone
“A Comprehensive Study of Using Internet of Things (IOT) in Monitoring System for Smart Agriculture”
Cautions · theme 06
Productivity Gains vs. Inequality
28 papers · 7.3% of this block
2022: 941 of every 10,000 papers on this subject 2023: 943 of every 10,000 papers on this subject 2024: 839 of every 10,000 papers on this subject 2025: 828 of every 10,000 papers on this subject 2022: 941 of every 10,000 papers on this subject 2023: 943 of every 10,000 papers on this subject 2024: 839 of every 10,000 papers on this subject 2025: 828 of every 10,000 papers on this subject ▼ -12% share 2022→2025 share of research on this subject Research examines how technology may widen rather than narrow income gaps among farmers.
Agriculture · Productivity · Agricultural economics · Agricultural machinery
“Access to credit and heterogeneous effects on agricultural technology adoption: Evidence from large rural surveys in Ethiopia”
Cautions · theme 07
Profitability of Sustainable Practices
19 papers · 4.9% of this block
2022: 853 of every 10,000 papers on this subject 2023: 826 of every 10,000 papers on this subject 2024: 732 of every 10,000 papers on this subject 2025: 469 of every 10,000 papers on this subject 2022: 853 of every 10,000 papers on this subject 2023: 826 of every 10,000 papers on this subject 2024: 732 of every 10,000 papers on this subject 2025: 469 of every 10,000 papers on this subject ▼ -45% share 2022→2025 share of research on this subject Works assess whether eco‑friendly farm methods generate sufficient economic returns.
Wetland · Profitability index · Agronomy · Agroforestry
“Climate change and maize yield in southern Africa: what can farm management do?”
Opportunities 3,768 papers · 7 recurring themes
→ Opportunities · theme 01
Wireless Sensor Networks for Precision
799 papers · 21.2% of this block
2022: 379 of every 10,000 papers on this subject 2023: 370 of every 10,000 papers on this subject 2024: 366 of every 10,000 papers on this subject 2025: 333 of every 10,000 papers on this subject 2022: 379 of every 10,000 papers on this subject 2023: 370 of every 10,000 papers on this subject 2024: 366 of every 10,000 papers on this subject 2025: 333 of every 10,000 papers on this subject ▼ -12% share 2022→2025 share of research on this subject Opportunities focus on low‑power sensors enabling real‑time field monitoring.
Agriculture · Wireless sensor network · Precision agriculture · Agricultural engineering
“Innovations in Sensor-Based Systems and Sustainable Energy Solutions for Smart Agriculture: A Review”
Opportunities · theme 02
IoT‑Enabled Cloud Analytics
671 papers · 17.8% of this block
2022: 1,078 of every 10,000 papers on this subject 2023: 1,072 of every 10,000 papers on this subject 2024: 1,079 of every 10,000 papers on this subject 2025: 1,187 of every 10,000 papers on this subject 2022: 1,078 of every 10,000 papers on this subject 2023: 1,072 of every 10,000 papers on this subject 2024: 1,079 of every 10,000 papers on this subject 2025: 1,187 of every 10,000 papers on this subject ▲ +10% share 2022→2025 share of research on this subject Papers explore cloud platforms that process farm data collected via connected devices.
Internet of Things · Agriculture · Cloud computing · Precision agriculture
“Smart agriculture system using IoT”
Opportunities · theme 03
Autonomous Agricultural Robots
561 papers · 14.9% of this block
2022: 831 of every 10,000 papers on this subject 2023: 851 of every 10,000 papers on this subject 2024: 842 of every 10,000 papers on this subject 2025: 860 of every 10,000 papers on this subject 2022: 831 of every 10,000 papers on this subject 2023: 851 of every 10,000 papers on this subject 2024: 842 of every 10,000 papers on this subject 2025: 860 of every 10,000 papers on this subject ▲ +3% share 2022→2025 share of research on this subject Research showcases robots capable of planting, weeding, and crop collection without human control.
Robot · Robotics · Mobile robot · Motion planning
“On the Development of Intelligent Autonomous Agricultural Robot”
Opportunities · theme 04
Greenhouse‑Gas Reduction through Smart Practices
558 papers · 14.8% of this block
2022: 2,177 of every 10,000 papers on this subject 2023: 2,248 of every 10,000 papers on this subject 2024: 2,183 of every 10,000 papers on this subject 2025: 2,411 of every 10,000 papers on this subject 2022: 2,177 of every 10,000 papers on this subject 2023: 2,248 of every 10,000 papers on this subject 2024: 2,183 of every 10,000 papers on this subject 2025: 2,411 of every 10,000 papers on this subject ▲ +11% share 2022→2025 share of research on this subject Studies highlight methods to lower emissions while maintaining crop productivity.
Climate change · Agriculture · Food security · Greenhouse gas
“Climate-smart agriculture: adoption, impacts, and implications for sustainable development”
Opportunities · theme 05
Deep Learning for Disease Detection
433 papers · 11.5% of this block
2022: 86 of every 10,000 papers on this subject 2023: 96 of every 10,000 papers on this subject 2024: 74 of every 10,000 papers on this subject 2025: 129 of every 10,000 papers on this subject 2022: 86 of every 10,000 papers on this subject 2023: 96 of every 10,000 papers on this subject 2024: 74 of every 10,000 papers on this subject 2025: 129 of every 10,000 papers on this subject ▲ +51% share 2022→2025 share of research on this subject Works demonstrate neural networks identifying plant ailments from imagery to improve yields.
Convolutional neural network · Agriculture · Plant disease · Precision agriculture
“Deep Learning Techniques for Smart Agriculture Applications”
Opportunities · theme 06
Technology Adoption for Poverty Alleviation
413 papers · 11.0% of this block
2022: 577 of every 10,000 papers on this subject 2023: 567 of every 10,000 papers on this subject 2024: 533 of every 10,000 papers on this subject 2025: 401 of every 10,000 papers on this subject 2022: 577 of every 10,000 papers on this subject 2023: 567 of every 10,000 papers on this subject 2024: 533 of every 10,000 papers on this subject 2025: 401 of every 10,000 papers on this subject ▼ -30% share 2022→2025 share of research on this subject Research links modern machinery and economics to increased farm output and reduced poverty.
Agriculture · Agricultural machinery · Agricultural economics · China
“Small-scale Farming, Agricultural Productivity and Poverty Reduction in Nigeria: The Enabling Role of Agricultural Technology Adoption”
Opportunities · theme 07
AI‑Driven Farm Management Systems
333 papers · 8.8% of this block
2022: 131 of every 10,000 papers on this subject 2023: 122 of every 10,000 papers on this subject 2024: 96 of every 10,000 papers on this subject 2025: 110 of every 10,000 papers on this subject 2022: 131 of every 10,000 papers on this subject 2023: 122 of every 10,000 papers on this subject 2024: 96 of every 10,000 papers on this subject 2025: 110 of every 10,000 papers on this subject ▼ -16% share 2022→2025 share of research on this subject Papers present intelligent platforms optimizing livestock and crop operations for efficiency.
Production · Livestock · Management system · Animal science
“A Farm Management Information System Using Future Internet Technologies”
Which of these themes are growing fastest Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Extension and Machinery Gaps ▲+30%
Adaptation Challenges for Smallholders ▲+11%
Robotics Integration Limits ▲+6%
Climate‑Driven Food Security Risks ▲+5%
IoT Security and Cloud Vulnerabilities ▼-7%
Precision Agriculture Implementation Barriers ▼-8%
Production Management and Animal Welfare Issues ▼-61%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Livelihood Impacts of Climate Interventions ▲+11%
Effectiveness of Climate‑Smart Strategies ▲+8%
IoT and Drone Reliability Concerns ▼-2%
Productivity Gains vs. Inequality ▼-12%
Economic Barriers to Technology Adoption ▼-38%
Livestock and Crop Management Trade‑offs ▼-40%
Profitability of Sustainable Practices ▼-45%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Deep Learning for Disease Detection ▲+51%
Greenhouse‑Gas Reduction through Smart Practices ▲+11%
IoT‑Enabled Cloud Analytics ▲+10%
Autonomous Agricultural Robots ▲+3%
Wireless Sensor Networks for Precision ▼-12%
AI‑Driven Farm Management Systems ▼-16%
Technology Adoption for Poverty Alleviation ▼-30%
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