Evidence map›Paper›PMID 38794109›Full record

ArticleSensors (Basel, Switzerland)2024

Research on Assimilation of Unmanned Aerial Vehicle Remote Sensing Data and AquaCrop Model.

Wei Li, Manpeng Li, Muhammad Awais, Leilei Ji, Haoming Li, Rui Song, Muhammad Jehanzeb Masud Cheema, Ramesh Agarwal

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Wei LiNational Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China.ORCID 0000-0003-1130-4336
Manpeng LiNational Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China.
Muhammad AwaisNational Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China.ORCID 0000-0002-6604-9785
Leilei JiNational Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China.
Haoming LiNational Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China.
Rui SongNational Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China.
Muhammad Jehanzeb Masud CheemaFaculty of Agricultural Engineering and Technology, PMAS-Arid Agriculture University, Rawalpindi 46000, Pakistan.ORCID 0000-0002-7911-7548
Ramesh AgarwalLouis McKelvey School of Engineering, Washington University, St. Louis, MO 63114, USA.ORCID 0000-0002-9642-1023

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Taking the AquaCrop crop model as the research object, considering the complexity and uncertainty of the crop growth process, the crop model can only achieve more accurate simulation on a single point scale. In order to improve the application scale of the crop model, this study inverted the canopy coverage of a tea garden based on UAV multispectral technology, adopted the particle swarm optimization algorithm to assimilate the canopy coverage and crop model, constructed the AquaCrop-PSO assimilation model, and compared the canopy coverage and yield simulation results with the localized model simulation results. It is found that there is a significant regression relationship between all vegetation indices and canopy coverage. Among the single vegetation index regression models, the logarithmic model constructed by OSAVI has the highest inversion accuracy, with an R

Indexed as

AquaCrop crop modelcanopy coverageparameter assimilationUAV remote sensing

Identifiers

PMID38794109
PMCPMC11125923

What OpenQuestion holds

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LicenceCC BY
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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 OpenQuestion graph.