归一化差异植被指数分析表明,在从传统耕作向有机耕作转换的过程中,生物量产量和稳定性都有所提高。

IF 10.8 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Global Change Biology Pub Date : 2024-08-28 DOI:10.1111/gcb.17461
Lilia Serrano-Grijalva, Raúl Ochoa-Hueso, G. F. (Ciska) Veen, Irene Repeto-Deudero, Sophie Q. Van Rijssel, Guusje J. Koorneef, Wim H. Van der Putten
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引用次数: 0

摘要

利用遥感技术监测农业可对生物量生产进行跨时空的大规模评估。归一化差异植被指数(NDVI)被用作绿色生物量的代用指标。在此,我们利用卫星获取的荷兰耕地归一化差异植被指数来评估从传统农业转变为有机农业后生物量的变化。我们比较了沙土和海洋粘土上 72 块田地的 NDVI 和 NDVI 的稳定性。其中 36 块田地在 0 至 50 年前(以 2017 年为参照年)被转化为有机农业,而另外 36 块田地则是继续进行传统耕作的配对对照田。我们利用 "哨兵-2 "卫星的高分辨率图像,获得了 5 年(2016 年 1 月至 2020 年 10 月)的 NDVI 估计值。总体而言,在时间序列中,常规管理和有机管理的 NDVI 没有差异,但有机管理下的 NDVI 稳定性明显更高。在有机管理下,沙质土壤的归一化差异植被指数较低,而粘质土壤的归一化差异植被指数较低。改造时间不足 19 年的有机农场的 NDVI 低于常规农场。然而,随着时间的推移,差异逐渐减小,并在转换约 19 年后最终转为正值。5 年研究的平均归一化差异植被指数与 2017 年采集的土壤样本中测得的土壤奥尔森-P 呈正相关。我们的结论是,有机农田的 NDVI 比常规农田更稳定,过渡到有机农业后最初几年生物量较低的问题可以随着时间的推移而克服。我们的研究还表明了土壤钾的生物利用率对所考察田块的植物生物量生产所起的作用,以及将遥感与现场土壤测量相结合的益处,从而形成一种更具机制性的认识,这可能有助于我们向更可持续的农业类型过渡。
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Normalized difference vegetation index analysis reveals increase of biomass production and stability during the conversion from conventional to organic farming

Monitoring agriculture by remote sensing enables large-scale evaluation of biomass production across space and time. The normalized difference vegetation index (NDVI) is used as a proxy for green biomass. Here, we used satellite-derived NDVI of arable farms in the Netherlands to evaluate changes in biomass following conversion from conventional to organic farming. We compared NDVI and the stability of NDVI across 72 fields on sand and marine clay soils. Thirty-six of these fields had been converted into organic agriculture between 0 and 50 years ago (with 2017 as reference year), while the other 36 were paired control fields where conventional farming continued. We used high-resolution images from the Sentinel-2 satellite to obtain NDVI estimates across 5 years (January 2016–October 2020). Overall, NDVI did not differ between conventional and organic management during the time series, but NDVI stability was significantly higher under organic management. NDVI was lower under organic management in sandy, but not in clay, soils. Organic farms that had been converted less than ~19 years ago had lower NDVI than conventional farms. However, the difference diminished over time and eventually turned positive after ~19 years since the conversion. NDVI, averaged across the 5 years of study, was positively correlated to soil Olsen-P measured from soil samples collected in 2017. We conclude that NDVI in organic fields was more stable than in conventional fields, and that the lower biomass in the early years since the transition to organic agriculture can be overcome with time. Our study also indicates the role of soil P bioavailability for plant biomass production across the examined fields, and the benefit of combining remote sensing with on-site soil measurements to develop a more mechanistic understanding that may help us navigate the transition to a more sustainable type of agriculture.

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来源期刊
Global Change Biology
Global Change Biology 环境科学-环境科学
CiteScore
21.50
自引率
5.20%
发文量
497
审稿时长
3.3 months
期刊介绍: Global Change Biology is an environmental change journal committed to shaping the future and addressing the world's most pressing challenges, including sustainability, climate change, environmental protection, food and water safety, and global health. Dedicated to fostering a profound understanding of the impacts of global change on biological systems and offering innovative solutions, the journal publishes a diverse range of content, including primary research articles, technical advances, research reviews, reports, opinions, perspectives, commentaries, and letters. Starting with the 2024 volume, Global Change Biology will transition to an online-only format, enhancing accessibility and contributing to the evolution of scholarly communication.
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