Evidence map›Paper›PMID 42343197›Full record

ArticleBMC plant biology2026

Deciphering the role of soil temperature dynamics in modulating cotton (Gossypium hirsutum L.) growth, yield, and resource efficiency under variable sowing dates.

Hamad Khan, Madjebi Collela Be, Zeeshan Khan, Yingchun Han, Beifang Yang, Yaping Lei, Xiaoyu Zhi, Shiwu Xiong, Shilong Shang, Yunzhen Ma and 3 more

Abstract read
In one paragraph

Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Hamad KhanZhengzhou Research Base, State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Agriculture and Bio-Manufacturing, Zhengzhou University, Zhengzhou, China.
Madjebi Collela BeState Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
Zeeshan KhanAtta-ur-Rahman School of Applied Biosciences (ASAB), National University of Sciences and Technology, Islamabad, 44000, Pakistan.
Yingchun HanZhengzhou Research Base, State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Agriculture and Bio-Manufacturing, Zhengzhou University, Zhengzhou, China.
Beifang YangState Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
Yaping LeiState Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
Xiaoyu ZhiState Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
Shiwu XiongState Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
Shilong ShangState Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
Yunzhen MaState Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
Yahui JiaoState Key Laboratory of Cotton Bio-breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
Tao LinInstitute of Cash Crops, Xinjiang Academy of Agricultural Sciences, Urumqi, China.
Yabing LiZhengzhou Research Base, State Key Laboratory of Cotton Bio-breeding and Integrated Utilization, School of Agriculture and Bio-Manufacturing, Zhengzhou University, Zhengzhou, China. criliyabing@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSowing period has a considerable effect on cotton productivity by regulating the use of thermal resources, but its effect on various soils depth layers has not been properly measured. The current study investigated the impacts of date sowing on cotton yield, cumulative growing degree days (GDD) and soil temperatures using a multi-depth monitoring system.

methodsA field study (2022-2024) was chosen to take place in Anyang, Henan Province, China, on the North China Plain, where the climate is that of a temperate continental monsoon. In a randomized block trial, the cotton cultivar CCRI 134 was sown on six different dates; 12 April (S1), 12 May (S6). Mean daily temperature and rainfall during the growing season were 21.9 °C and 656.6 mm in 2022, 23.66 °C and 793.5 mm in 2023, and 23.2 °C and 315.9 mm in 2024.

resultsSeed cotton yield varied significantly with sowing date, but the optimum differed by year: S3 yielded 3025.9 kg ha⁻¹ in 2022, S5 yielded 3398.5 kg ha⁻¹ in 2023, and S2 yielded 2561.7 kg ha⁻¹ in 2024, compared with 2118.4, 2815.5, and 1506.8 kg ha⁻¹ under S6, respectively. Earlier sowing reduced thermal accumulation under cooler conditions. Soil thermal responses were depth-dependent, with stronger variation in the 0-30 and 30-70 cm layers, while 70-110 cm remained more stable.

conclusionsMulti-depth soil temperature monitoring showed that very late sowing should be avoided, and sowing between 18 April and 6 May is the most reliable window for balancing soil heat accumulation and yield.

Indexed as

AgricultureGossypiumSoilTemperatureChinaSeasonsSoilBiomass accumulationClimate changeCotton yieldResource use efficiencySowing date optimizationThermal accumulation

Identifiers

PMID42343197
PMCPMC13556032

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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.