Evidence map›Paper›PMID 40380769›Full record

ReviewPlant communications2025

Smart agriculture in Asia.

Fahui Yuan, Ricardo Ospina, Anand Babu Perumal, Noboru Noguchi, Yong He, Yufei Liu

Abstract readReview
In one paragraph

Review in Plant communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Fahui YuanCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China.
Ricardo OspinaResearch Faculty of Agriculture, Hokkaido University, Sapporo 060-8589, Japan.
Anand Babu PerumalNational Institute of Food Technology, Entrepreneurship and Management, Thanjavur 613005, India.
Noboru NoguchiResearch Faculty of Agriculture, Hokkaido University, Sapporo 060-8589, Japan.
Yong HeCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China.
Yufei LiuCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China. Electronic address: yufeiliu@zju.edu.cn.

Funding

Non-US Government Research Support type
6 · The paper itself

Abstract

Faced with a shortage of agricultural land and a changing climate, Asia urgently needs to focus on smart agriculture to meet the food demands of an increasing population. In recent years, advances in information technology and governmental support have promoted the rapid development of smart agriculture in Asia. This study provides a comprehensive review of the progress of smart agriculture in Asia. First, using bibliometrics, we conduct a comprehensive analysis of Asian smart-agriculture research in terms of countries, institutions, and keywords. Second, we investigate innovative technologies used in smart agriculture and provide a systematic summary of agricultural production in Asia, from breeding to harvest. In addition, we conduct qualitative and quantitative assessments of smart-agriculture policies across Asia and present cutting-edge solutions to key challenges such as climate change, labor shortage, and water scarcity. Currently, Asian smart-agriculture policies are insufficient in areas such as risk prevention and control, international cooperation, and standardization. Accordingly, future efforts may focus on enhancing data security and standardization to promote the global development and popularization of smart agriculture. Finally, we discuss trends and challenges that need to be considered and addressed in the future. This review aims to analyze the technical characteristics and application status of smart agriculture in Asia and to provide resources for researchers and policy makers.

Indexed as

AgricultureAsiaClimate ChangeCrops, AgriculturalFood SupplyHumansAsiaemerging technologiesfood securitypoliciessmart agriculturesolutions

Identifiers

PMID40380769
PMCPMC12281225

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.