Impact of climate change on cotton growth and yields in Xinjiang, China

皮棉 日照时长 相对湿度 产量(工程) 降水 环境科学 多元统计 贝叶斯多元线性回归 气候变化 生长季节 线性回归 农学 生产力 数学 地理 生物 气象学 生态学 统计 材料科学 宏观经济学 经济 冶金
作者
Na Li,Hai‐Xia Lin,Tianxue Wang,Yi Li,Yi Liu,Xinguo Chen,Xiaotao Hu
出处
期刊:Field Crops Research [Elsevier BV]
卷期号:247: 107590-107590 被引量:133
标识
DOI:10.1016/j.fcr.2019.107590
摘要

The cotton cultivation region in Xinjiang, China, is large and plays an important role in the national economy. Understanding the impacts of climate change on cotton growth and yield will inform appropriate adaptation and mitigation measures to improve cotton productivity. The trends and significance of several variables, including collected weather (precipitation, sunshine duration, average air relative humidity, maximum temperature, minimum temperature, and average temperature) and cotton growth and yield-related (plant height at cotton flowering stage, cotton stalk weight, seed cotton yield and lint percentage) data, were tested during the cotton growth season from 1986 to 2017 at 19 agro-weather stations in Xinjiang, China Linear or non-linear single or multivariate correlations between climatic and cotton growth indices were analyzed to investigate the impacts of climate change on cotton growth and yield. The results showed that the maximum, minimum, and mean temperatures exhibited significant increasing trends at 19, 17, and 16 (out of 19) sites, respectively. Precipitation and sunshine duration demonstrated insignificant increasing trends at most sites, while relative air humidity showed significant decreasing trends at 13 sites. Plant height at the cotton flowering stage, seed cotton yield, cotton stalk weight, and lint percentage generally increased significantly at most sites. Based on Pearson’s correlation, multivariate linear regression and multivariate nonlinear regression, the best equation between the cotton growth indices and climatic variables were determined. The main climatic variables affecting cotton during the flowering stage at most sites were relative air humidity and temperature, for cotton seed yield were sunshine duration, and average, maximum, and minimum temperatures. Cotton stalk weight was mainly impacted by precipitation and minimum temperature. Lint percentage was mainly affected by precipitation, sunshine duration, and average temperature. The climatic variables during the cotton growth period explained 8.1–69.9%, 8.5–75.3%, 7.1–56.1%, and 10.4–85.7% of the changes in plant height at the flowering stage, seed cotton yield, cotton stalk weight and lint percentage, respectively, across study locations. Future studies should focus on using crop models to simulate and predict of cotton growth and production using the associated climatic variables and other measured soil and cotton properties in Xinjiang, China.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
所所应助科研通管家采纳,获得10
刚刚
星辰大海应助科研通管家采纳,获得10
刚刚
ding应助科研通管家采纳,获得10
刚刚
共享精神应助科研通管家采纳,获得10
刚刚
大模型应助科研通管家采纳,获得10
刚刚
霸气黑米应助科研通管家采纳,获得10
刚刚
刚刚
小二郎应助科研通管家采纳,获得10
刚刚
刚刚
慕青应助科研通管家采纳,获得10
1秒前
1秒前
1秒前
2秒前
3秒前
4秒前
5秒前
luckytree完成签到,获得积分10
6秒前
zmh发布了新的文献求助10
6秒前
wuhuaxie完成签到,获得积分10
6秒前
8秒前
星辰大海应助顺心聪展采纳,获得10
8秒前
8秒前
waz123发布了新的文献求助10
9秒前
晨曦完成签到,获得积分10
10秒前
zzz发布了新的文献求助10
10秒前
学号12580发布了新的文献求助10
11秒前
11秒前
12秒前
13秒前
张XS发布了新的文献求助10
13秒前
wjq完成签到,获得积分10
14秒前
逢春发布了新的文献求助10
15秒前
汉堡包应助twentynine采纳,获得10
15秒前
科研小白发布了新的文献求助10
16秒前
tutuee完成签到,获得积分10
16秒前
Jerry发布了新的文献求助10
18秒前
18秒前
顺心谷冬完成签到 ,获得积分10
19秒前
boluoboluo发布了新的文献求助10
19秒前
19秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
ズームレンズの光学設計に関する研究 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7280558
求助须知:如何正确求助?哪些是违规求助? 8901600
关于积分的说明 18829720
捐赠科研通 6952493
什么是DOI,文献DOI怎么找? 3207396
关于科研通互助平台的介绍 2377676
邀请新用户注册赠送积分活动 2182502