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Understanding farmers’ adoption of conservation tillage in South Dakota: A modified application of the theory of planned behavior 了解南达科他州农民采用保护性耕作的情况:计划行为理论的修正应用
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2024-01-01 DOI: 10.2489/jswc.2024.00124
E. Avemegah, C.K. May, J.D. Ulrich-Schad, P. Kovács, J.D. Clark
The government and stakeholders in the US agricultural sector promote conservation farming practices, but voluntary adoption is still a challenge among agricultural producers at the farm level. This paper aims to investigate the factors that influence the adoption of conservation tillage (CT) among producers in eastern and central South Dakota. A modified application of the theory of planned behavior (TPB) including controls for socioeconomic and demographic indicators is used to understand farmers’ current usage of CT. Data were gathered from a probability sample of 486 commodity crop farming operations through an online and mail survey. We find that the three constructs of the TPB—attitude, subjective norms, and perceived behavioral control—are positively and significantly correlated with the adoption of CT. Binary logistic regression models also show that attitude and perceived behavioral control are related to farmers’ likelihood of adopting CT. Farm size and farmers’ level of education were also positively associated with CT adoption. The results indicate that a modified application of the TPB is useful for understanding the behavior of farmers regarding conservation practices, specifically the adoption of CT in South Dakota. This study contributes to knowledge regarding the role of social-psychological factors in farmers’ CT adoption and provides insights for policymakers and conservation practitioners promoting the adoption of CT in the region.
美国政府和农业部门的利益相关者提倡保护性耕作实践,但农业生产者在农场层面自愿采用保护性耕作仍是一项挑战。本文旨在调查影响南达科他州东部和中部生产者采用保护性耕作(CT)的因素。本文对计划行为理论(TPB)进行了修改,包括对社会经济和人口指标的控制,以了解农民目前使用保护性耕作的情况。通过在线和邮寄调查,我们从 486 个商品作物种植基地的概率样本中收集了数据。我们发现,TPB 的三个构件--态度、主观规范和感知行为控制--与 CT 的采用呈显著正相关。二元逻辑回归模型也表明,态度和感知行为控制与农民采用 CT 的可能性有关。农场规模和农民受教育程度也与采用 CT 呈正相关。结果表明,修改后的 TPB 应用有助于了解农民在保护措施方面的行为,特别是南达科他州采用 CT 的情况。这项研究有助于了解社会心理因素在农民采用 CT 过程中的作用,并为政策制定者和保护工作者在该地区推广采用 CT 提供启示。
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引用次数: 0
Farmers’ participation in incentivized conservation programs: Exploring barriers and opportunities for innovative designs 农民参与激励性保护计划:探索创新设计的障碍和机遇
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2024-01-01 DOI: 10.2489/jswc.2024.00122
M. Houser, B. Campbell, A. Jacobs, S. Fanok, S.E. Johnson
Farmers must widely adopt conservation practices if the agricultural system is to become more sustainable. In the United States, federal, state, nonprofit, and private efforts focus on encouraging voluntary adoption through incentive programs. Toward increasing the adoption of conservation practices, it is critical to gain a better understanding of farmers’ past experiences with existing voluntary incentive programs and how they feel programs can be improved going froward to enable greater and more meaningful participation. To offer preliminary insight into these research needs, our study draws on interviews with 10 dairy farmers in the key agricultural county of Lancaster, Pennsylvania. In focusing on this regional context and farming segment, our work offers needed insight into this population’s views on conservation programs and decision-making more generally. Farmers in our sample noted several challenges with current programs that limited wider participation. Programs were seen to enable, rather than directly motivate behavior change. Farmers felt that existing programs at least implicitly overemphasized agriculture’s role in environmental problems and they noted that enrollment complexity, long timelines, and the requirement of upfront spending reduced participation. Toward improvement, interviewees felt private sector agricultural organizations can help facilitate program participation through direct engagement, that the communication of the environmental impact of farmers’ actions could be a participation incentive in itself, and that dairy producers could be better supported by programs that reward environmental achievements via paying more for their milk. These findings advance the existing social science literature on conservation program participation generally, while offering the detailed information about a specific farm type in a specific geography. Our results therefore afford insights that can contribute toward developing targeted engagement and implementation projects, while also offering foundational data toward future research and eventual policy innovation.
要想使农业系统更具可持续性,农民必须广泛采用保护措施。在美国,联邦、州、非营利组织和私人机构都在努力通过激励项目鼓励农民自愿采用保护措施。为了提高保护措施的采用率,关键是要更好地了解农民过去在现有自愿性激励项目中的经验,以及他们认为如何改进项目才能使其得到更广泛和更有意义的参与。为了对这些研究需求提供初步见解,我们的研究对宾夕法尼亚州兰开斯特主要农业县的 10 位奶牛场主进行了访谈。通过对这一地区背景和农业部门的关注,我们的工作为深入了解这一人群对保护项目和决策的看法提供了必要的帮助。在我们的样本中,农民们指出了当前计划所面临的一些挑战,这些挑战限制了更广泛的参与。他们认为计划是为了促成行为改变,而不是直接推动行为改变。农民们认为,现有的计划至少隐含地过分强调了农业在环境问题中的作用,他们还指出,报名的复杂性、冗长的时间表以及对前期支出的要求降低了参与度。受访者认为,私营部门的农业组织可以通过直接参与来帮助促进项目的参与,宣传农民行为对环境的影响本身就可以成为一种参与激励,而通过为牛奶支付更多费用来奖励环保成就的项目可以更好地支持奶制品生产者。这些发现推动了现有社会科学文献对保护计划参与度的普遍研究,同时提供了特定地域特定农场类型的详细信息。因此,我们的研究结果提供了有助于制定有针对性的参与和实施项目的见解,同时也为未来的研究和最终的政策创新提供了基础数据。
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引用次数: 0
Alternatives for improving Payment for Ecosystem Services (PES) effectiveness on water resources 提高生态系统服务付费(PES)在水资源方面有效性的替代方案
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2024-01-01 DOI: 10.2489/jswc.2024.1103a
Bárbara Viguera, Róger Madrigal-Ballestero, Eduardo Pacay, Gilmar Navarrete Chacón
Ecosystem services (ES) are the benefits ecosystems provide to society. These services grant the necessary conditions for sustaining life and influence human well-being in all dimensions, including providing basic needs, health, and freedom of choice and action (MEA 2005). ES include all contributions of nature to humans, and these are relative according to the context and the existence of alternatives (IPBES 2019). Ecosystem degradation jeopardizes the sustainable provision of these services. In this context, Payment for Ecosystem Services (PES) schemes arose as policy instruments that promote pro-environmental land use through financial incentives for actions that improve, maintain, or maximize the provision of ES (Kim et al. 2016). Since the late 1990s, PES schemes have spread worldwide, adopting different payment types, scales, and conservation objectives (Salzmann et al. 2018). Some incentivized activities are forest conservation, watershed protection, biodiversity conservation, and carbon (C) sequestration and storage. One central area for improvement of most PES is their need for ES measurement. Due to the technical difficulty and high cost of measuring and monitoring ES periodically, most PES only monitor land uses and practices granted under PES contracts. Overall, PES have been based on the premise that, by incentivizing forest conservation and reforestation of nonforest areas, the flow of ES of interest to society is maintained or increased. However, this presumed correlation may be nonlinear, asynchronous in time and space, could involve trade-offs among ES at the landscape scale, and, in the worst-case scenario, the …
生态系统服务 (ES) 是生态系统为社会提供的益处。这些服务为维持生命提供了必要条件,并影响人类福祉的方方面面,包括提供基本需求、健康以及选择和行动自由(MEA,2005 年)。生态系统服务包括自然对人类的所有贡献,这些贡献根据环境和替代品的存在而具有相对性(国际生物多样性和生态系统服务政府间科学政策平台,2019 年)。生态系统退化会危及这些服务的可持续提供。在此背景下,生态系统服务付费计划(PES)作为一种政策工具应运而生,通过对改善、维持或最大限度提供生态系统服务的行动进行经济激励,促进有利于环境的土地利用(Kim 等,2016 年)。自 20 世纪 90 年代末以来,生态系统服务补偿方案已在全球推广,并采用了不同的支付类型、规模和保护目标(Salzmann 等,2018 年)。一些受激励的活动包括森林保护、流域保护、生物多样性保护以及碳(C)固存和储存。大多数生态系统服务补偿需要改进的一个核心领域是需要对生态系统服务进行测量。由于定期测量和监测生态系统服务的技术难度和高成本,大多数生态系统服务补偿只监测根据生态系统服务补偿合同授予的土地用途和做法。总体而言,生态系统服务补偿的前提是,通过激励森林保护和非林区再造林,可维持或增加社会所关心的生态系统服务流量。然而,这种假定的相关性可能是非线性的,在时间和空间上是不同步的,在景观尺度上可能涉及生态系统服务之间的权衡,而且在最坏的情况下,生态系统服务补偿可能会导致......
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引用次数: 0
Soil macroaggregates: The hotspots driving emission or mitigation of greenhouse gases according to the management system adopted 土壤大集料:根据所采用的管理系统,推动温室气体排放或减排的热点问题
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2024-01-01 DOI: 10.2489/jswc.2024.00158
M. Veloso, C. Deveautour, C. Bayer
The association of no-tillage (NT) and legume cover crops has shown positive results to organic carbon (SOC) accumulation in subtropical soils. However, soil dynamics of powerful greenhouse gases (GHG) such as nitrous oxide (N2O) and methane (CH4) are not fully understood at a microscale under these systems. Thus, our objective was to evaluate net cumulative emissions (NCE, in CO2 equivalent [eq.]) of GHG considering fluxes of N2O and CH4 and SOC accumulation in three soil aggregates classes. The soil was sampled in a 30-year experiment in a subtropical Acrisol under conventional tillage (CT) and NT, combined with cropping systems with or without legume cover crops. Large (9.51 to 2 mm) and small (2 to 0.25 mm) macroaggregates and microaggregates (<0.25 mm), obtained by wet sieving, were incubated under 400 g kg−1 (aerobic condition) and 700 g kg−1 (anaerobic condition) of volumetric water for six months. Under anaerobic conditions, NCE were positive due to the high emission of N2O and CH4, making all the soil aggregates a GHG source to the atmosphere. Under aerobic conditions, NT and legume cover crops greatly contributed to reducing NCE: for each kilogram of C accumulated in macroaggregates, greater C from the atmosphere was taken up by NT than CT (−69.4 versus 57.1 mg CO2eq. kg−1 SOC) and by cropping systems with than without legume cover crops (74.7 versus 51.8 mg CO2eq. kg−1 SOC). Management systems did not impact GHG emissions of soil microaggregates. By containing labile organic matter, soil macroaggregates acted as hotspots of soil GHG emission/mitigation. Despite favoring N2O emission, NT and legume cover crop lead to GHG mitigation by promoting CH4 uptake and C accumulation in soil macroaggregates.
免耕(NT)与豆科覆盖作物的结合对亚热带土壤的有机碳(SOC)积累产生了积极影响。然而,在这些系统下,一氧化二氮(N2O)和甲烷(CH4)等强温室气体(GHG)在微观尺度上的土壤动态并不完全清楚。因此,我们的目标是评估温室气体的净累积排放量(NCE,以二氧化碳当量[eq.]为单位),同时考虑一氧化二氮(N2O)和甲烷(CH4)的通量以及三类土壤团聚体中 SOC 的积累。在亚热带脆性层土壤中进行了一项为期 30 年的实验,实验中采用了常规耕作(CT)和非耕作(NT),并结合了有或无豆科植物覆盖作物的耕作系统,对土壤进行了取样。将湿筛分得到的大颗粒(9.51 至 2 毫米)和小颗粒(2 至 0.25 毫米)大集料和微集料(小于 0.25 毫米)分别在 400 克/千克-1(好氧条件)和 700 克/千克-1(厌氧条件)体积水下培养 6 个月。在厌氧条件下,由于 N2O 和 CH4 的大量排放,NCE 呈正值,这使得所有土壤团聚体都成为大气温室气体的来源。在有氧条件下,NT 和豆科植物覆盖作物大大有助于减少 NCE:大聚合体中每积累 1 千克 C,NT 从大气中吸收的 C 比 CT 多(-69.4 对 57.1 毫克 CO2eq.管理制度对土壤微团聚体的温室气体排放没有影响。由于含有易腐有机物,土壤大团聚体成为土壤温室气体排放/减缓的热点。尽管NT和豆科植物覆盖作物有利于N2O的排放,但通过促进土壤大团聚体中CH4的吸收和C的积累,可减缓温室气体的排放。
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引用次数: 0
The Nutrient Reduction Index: A minimalist and continuous measure of conservation practice adoption among farmers 减少养分指数:农民采用保护措施的最低限度连续衡量标准
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2024-01-01 DOI: 10.2489/jswc.2024.00129
C.D. Shaffer-Morrison, R.S. Wilson
A Nutrient Reduction Index (NRI) was developed to assist investigators who wish to explore the impacts of interventions, individual difference factors, and farm characteristics on nutrient-focused conservation practices. Comparing the effectiveness of different interventions or understanding the effects of different farm and farmer characteristics can be difficult in the absence of a single and standardized measure of conservation practices ([Anderson 2020][1]; [Loken and Gelman 2017][2]; [Lilienfeld and Strother 2020][3]). Across two data sets ( N = 1,452), the continuous NRI was calculated by weighting several in-field practices (tillage, cover crops, and small grains in rotation) by their actual impact on nutrient reduction ([Iowa State University 2019][4]; [Ha et al. 2020][5]). The NRI was shown to have a smoother distribution than individual conservation behaviors, and convergent validity was demonstrated with conservation-related constructs like conservationist identity and use of filtering practices. The NRI also correlated with farm size, greater formal education, and lower farmer age, consistent with previous work regarding general conservation practices. This measure of nutrient reduction practices can help reduce error associated with dichotomization of practice adoption ([MacCallum et al. 2002][6]) and testing multiple measures ([Banerjee et al. 2009][7]; [Anderson 2020][1]), and its weighted nature better reflects the impact of practice adoption on actual nutrient reduction. [1]: #ref-1 [2]: #ref-22 [3]: #ref-20 [4]: #ref-17 [5]: #ref-13 [6]: #ref-26 [7]: #ref-3
制定营养素减少指数(NRI)是为了帮助那些希望探索干预措施、个体差异因素和农场特征对以营养素为重点的保护措施的影响的研究人员。在缺乏单一和标准化的保护措施的情况下,比较不同干预措施的效果或了解不同农场和农民特征的影响可能比较困难([Anderson 2020][1];[Loken and Gelman 2017][2];[Lilienfeld and Strother 2020][3])。在两组数据(N = 1 452)中,通过对几种田间实践(耕作、覆盖作物和小粒轮作)对养分减少的实际影响进行加权,计算出连续的 NRI([爱荷华州立大学 2019][4];[Ha 等人 2020][5])。与单个保护行为相比,NRI 的分布更为平滑,并且与保护主义者身份和过滤实践的使用等与保护相关的建构具有收敛有效性。NRI 还与农场规模、较高的正规教育程度和较低的农民年龄相关,这与之前有关一般保护实践的工作相一致。这种减少养分实践的测量方法有助于减少与实践采用二分法([MacCallum 等人,2002 年][6])和测试多种测量方法([Banerjee 等人,2009 年][7];[Anderson,2020 年][1])相关的误差,其加权性质更好地反映了实践采用对实际养分减少的影响。[1]:#ref-1 [2]:#ref-22 [3]:#ref-20 [4]:#ref-17 [5]:#ref-13 [6]:#ref-26 [7]:#参考文献-3
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引用次数: 0
Soil, soul, spirituality, and stewardship 土壤、灵魂、精神和管理
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2024-01-01 DOI: 10.2489/jswc.2024.1129a
Rattan Lal
Soil, the most basic among all natural resources and essential to provisioning of numerous ecosystem services (ESs) that are critical for human well-being and nature conservancy, is prone to degradation because of land misuse and soil mismanagement. The ever-increasing impact of anthropogenic activities has raised environmental concerns since the 1960s (Carson 1962; Peterson 2001; Plumwood 2001; Kureethadam 2017; Moore 2017). However, threats to the environment are not only the anthropogenic impacts, but also a fundamental change in the relationship between humans and the terrestrial system with far-reaching and unintentional impacts on natural and social processes (Moyses and Soares 2019), along with exacerbated risks of soil degradation (figure 1). Figure 1 Links between human population, environmental issues, food insecurity, and agricultural problems. It is argued that the finite soil resource is prone to risks of anthropogenic degradation, which are aggravated by the current and projected climate change (IPCC 2019). Human use directly affects 70% of the global ice-free land surface estimated at 1.31 × 108 km2 (5.057 × 107 mi2). About 30% of ice-free land or 3.93 × 107 km2 (1.517 × 107 mi2) may be affected by human-induced degradation and is undermining the well-being of two-fifths of humanity (~3.2 billion people), which may trigger mass human migration and increasing conflicts (IPCC 2019; IPBES 2018). Among principal causes of soil degradation are rapid expansion and unsustainable management of agroecosystems (e.g., crop lands and grazing lands). War extends beyond the confrontation between nations or communities—it decimates an often-overlooked third party, nature, encompassing soil, …
土壤是所有自然资源中最基本的资源,也是提供对人类福祉和自然保护至关重要的众多生态系统服务 (ES) 的必要条件,但由于土地使用不当和土壤管理不善,土壤很容易退化。自 20 世纪 60 年代以来,人类活动日益增加的影响引发了对环境的担忧(Carson 1962 年;Peterson 2001 年;Plumwood 2001 年;Kureethadam 2017 年;Moore 2017 年)。然而,对环境的威胁不仅仅是人为影响,人类与陆地系统之间的关系也发生了根本性变化,对自然和社会进程产生了深远和无意的影响(莫伊塞斯和苏亚雷斯,2019 年),同时加剧了土壤退化的风险(图 1)。图 1 人类人口、环境问题、粮食不安全和农业问题之间的联系。有观点认为,有限的土壤资源很容易面临人为退化的风险,而当前和预测的气候变化又加剧了这种风险(IPCC,2019 年)。人类使用直接影响了全球无冰土地面积的 70%,估计为 1.31 × 108 平方公里(5.057 × 107 平方英里)。约 30% 的无冰土地或 3.93 × 107 平方公里(1.517 × 107 mi2)可能受到人类引起的退化的影响,正在损害五分之二的人类(约 32 亿人)的福祉,这可能会引发大规模人口迁移和日益加剧的冲突(IPCC 2019;IPBES 2018)。土壤退化的主要原因包括农业生态系统(如农田和牧场)的快速扩张和不可持续的管理。战争超越了国家或社区之间的对抗--它破坏了往往被忽视的第三方--大自然,包括土壤、......
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引用次数: 0
Stability and splash erosion characteristics of lateritic red soil aggregates in the South Subtropical Zone of China 南亚热带红土团聚体稳定性及溅蚀特征
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2023-07-21 DOI: 10.2489/jswc.2023.00115
Juan Huang, Juhui Li, N. Leng, Y. Deng
This study analyzed lateritic red soils developed from sand shale and Quaternary red clay to investigate the relationship between aggregate stability and splash erosion characteristics under different land use modes in the South Subtropical Zone of China. The mean weight diameter (MWD) values of soils were ranked slow wetting (SW) > stirring after prewetting (WS) > fast wetting (FW) by the Le Bissonnais (LB) method, indicating that the soil aggregates were least stable under continuous simulated rainfall. The contents of clay, soil organic matter (SOM), and particulate organic carbon (POC) were highly significantly positively correlated with soil stability. There was a highly significant negative correlation between the aggregate splash erosion amounts and MWD values, and the erosion amounts of the orchard and cultivated land soils were 1.20 to 8.38 and 1.53 to 6.68 times those of the woodland soil, respectively. The splash erosion amounts were negatively exponentially correlated with the splash erosion distances, which were mostly distributed at the distance of 0 to 10 cm (accounting for 71.17% to 89.32% of the total splash erosion). The splash erosion amounts on the downhill side were 3.85 to 30.44 times those on the uphill side. The mean weight distance (MWS) values were negatively correlated with the stability of the soil aggregates under the different fragmentation mechanisms, and the correlation coefficients were 0.79, 0.65, and 0.73. During simulated rainfall, the splash erosion rates first increased, then decreased and tended to be stable after reaching the peak, and the rainfall duration to reach the peak decreased with increasing rainfall intensity. At the rainfall intensities of 30 to 60 mm h−1, the splash erosion rates peaked at 24 to 36 min. At the rainfall intensities of 90 to 120 mm h−1, the splash erosion rates peaked at 12 to 30 min. With increasing rainfall duration, the amounts of large aggregates in the splash transport increased. These results can provide a theoretical basis for the formulation of soil and water conservation measures in the South Subtropical Zone of China.
以南亚热带不同土地利用方式下砂页岩和第四纪红粘土发育的红土为研究对象,探讨了团聚体稳定性与溅蚀特征的关系。Le Bissonnais (LB)法测定的土壤平均重径(MWD)值依次为慢湿(SW) >预湿后搅拌(WS) >快湿(FW),表明连续模拟降雨条件下土壤团聚体稳定性最差。粘土、土壤有机质(SOM)和颗粒有机碳(POC)含量与土壤稳定性呈极显著正相关。总体溅蚀量与MWD值呈极显著负相关,果园和耕地土壤的侵蚀量分别是林地土壤的1.20 ~ 8.38倍和1.53 ~ 6.68倍。溅蚀量与溅蚀距离呈指数负相关,主要分布在0 ~ 10 cm范围内,占总溅蚀量的71.17% ~ 89.32%。坡面溅蚀量是坡面溅蚀量的3.85 ~ 30.44倍。不同破碎机制下,土壤团聚体稳定性与平均权重距离(MWS)呈负相关,相关系数分别为0.79、0.65和0.73。在模拟降雨过程中,溅射侵蚀速率先增大后减小,达到峰值后趋于稳定,到达峰值的降雨持续时间随着降雨强度的增大而减小。当降雨强度为30 ~ 60 mm h−1时,溅蚀速率在24 ~ 36 min达到峰值;当降雨强度为90 ~ 120 mm h−1时,溅蚀速率在12 ~ 30 min达到峰值。随着降雨持续时间的增加,溅蚀运移中的大团聚体数量增加。研究结果可为南亚热带地区水土保持措施的制定提供理论依据。
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引用次数: 0
Sediment delivery ratios from forest road networks and harvesting operational features by physiographic region in the southeastern United States 美国东南部按地理区域划分的森林道路网沉积物输送比和采伐作业特征
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2023-07-21 DOI: 10.2489/jswc.2023.00093
C. N. Horton, S. Barrett, W. Aust, B. S. Hawks, M. Bolding
Mechanized forest harvesting and associated access networks can accelerate soil erosion. Forestry best management practices (BMPs) for water quality are used to minimize soil erosion from forest operations and to trap eroded materials on-site before stream entry. Sedimentation provides multiple threats to water quality, but research indicates that BMPs are generally effective at reducing erosion. However, BMP effectiveness for reducing sediment from specific operational features (skid trails, decks, harvest areas, stream crossings, and haul roads) and regions is insufficiently quantified. Sediment delivery ratios (SDRs) are needed to evaluate efficiencies and effects of BMPs. SDR is the ratio (or percentage) of eroded sediment that reaches streams. Soil erosion modeling and sediment trapping were applied to 183 operational features on 58 recent harvests across the Mountains, Piedmont, and Coastal Plain regions of Virginia and North Carolina to determine SDRs. For all regions combined, mean SDRs were highest for stream crossings (34%), followed by skid trails (21%), haul roads (16%), and decks (4%). Harvest areas, not including access features, had SDRs averaging 11%. SDR values were weighted by areas, and the highest weighted SDR was for the Coastal Plain (19%), followed by the Mountains (13%) and Piedmont (6%). The overall average SDR for all regions and operational features across the southeast was 12%, which corresponds with previously reported values. The highly variable SDRs were influenced by site conditions, climatic factors, and a wide range of BMP implementation across sites, yet reasonable estimates were developed. Major recommendations include additional emphases regarding stream crossing, skid trail, and Streamside Management Zone (SMZ) BMPs.
机械化的森林采伐和相关的通路网络会加速土壤侵蚀。森林水质最佳管理规范(BMPs)用于最大限度地减少森林作业造成的土壤侵蚀,并在河流进入之前在现场捕获被侵蚀的物质。泥沙淤积对水质构成多重威胁,但研究表明,bmp在减少侵蚀方面通常是有效的。然而,BMP在减少特定操作特征(滑轨、甲板、收获区、河流交叉点和运输道路)和区域沉积物方面的有效性还没有充分量化。泥沙输送比(SDRs)是评价bmp效率和效果的必要指标。SDR是到达溪流的侵蚀沉积物的比例(或百分比)。土壤侵蚀模型和沉积物捕获应用于弗吉尼亚州和北卡罗来纳州山区、皮埃蒙特和沿海平原地区58个最近收获的183个操作特征,以确定特别提款权。在所有地区,河流过境点的平均sdr最高(34%),其次是滑道(21%)、运输道路(16%)和甲板(4%)。收获领域(不包括访问功能)的sdr平均为11%。SDR值按地区加权,沿海平原的SDR加权值最高(19%),其次是山区(13%)和皮埃蒙特(6%)。东南地区所有地区和业务特征的总体平均SDR为12%,与之前报道的值一致。高度可变的特别提款权受到场地条件、气候因素和跨场地BMP实施范围的影响,但仍制定了合理的估计。主要建议包括额外强调河流穿越、滑轨和河滨管理区(SMZ) bmp。
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引用次数: 0
Gully erosion susceptibility prediction in Mollisols using machine learning models 利用机器学习模型预测Mollisols沟壑侵蚀敏感性
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2023-07-21 DOI: 10.2489/jswc.2023.00019
Yansong Wang, Yue Zhang, Education. Hongrui Chen, H. Chen, N. 127°0'E127°30'E
In recent years, gully erosion has caused soil loss, land degradation, and a large sediment yield in the Mollisols in northeastern China, threatening agricultural development and national food security. Moreover, the prediction of gully erosion remains a great challenge owing to the difficulty of determining suitable environmental indicators and identifying the best models for predicting gully erosion prone areas. Therefore, the objective of this study was to quantify the contributions of the main factors controlling gully erosion and to identify the best model for predicting areas susceptible to gully erosion in Hailun City, northeastern China. Initially, the spatial distribution of the gully erosion was investigated through visual interpretation of GaoFen-1 satellite images. The analyzed gullies were evenly distributed in the study region, and we selected 70% of the gullies as the training data set and the remaining 30% as the validation data set. Subsequently, 12 variables, including the elevation, slope, aspect, plan curvature, profile curvature, topographic wetness index (TWI), soil type, land use, normalized difference vegetation index (NDVI), precipitation, distance from rivers, and distance from existing gullies, were selected as the indicators of gully erosion. Then, multicollinearity analysis was conducted to determine the main indicators without linearity. Finally, the contributions of the indicators and the areas susceptible to gully erosion were determined using machine learning models, including support vector machine (SVM), multilayer perceptron neural network (MLPNN), random forest (RF), and extreme gradient boosting (XGBoost) models. The results revealed that there was no multicollinearity among the 12 indicators, so they were all employed in the machine learning models for the gully erosion susceptibility prediction. The XGBoost model had the highest R2 and lowest root mean square error (RMSE) values in the model validation stage (0.81 and 0.60, respectively), followed by the RF (0.78 and 0.61, respectively), MLPNN (0.65 and 0.70, respectively), and SVM (0.62 and 0.70, respectively). The gully distance had the largest relative importance score (>35%) for gully erosion, followed by the profile curvature, plan curvature, land use, elevation, and soil type, which had relative importance scores of 10% to 15%. The gully erosion susceptibility map revealed that the central part of the study area was more susceptible to gully erosion than the other regions. These results can help managers to identify the regions that are prone to gully erosion and to design soil conservation practices to slow down the soil erosion process.
近年来,沟壑区水土流失、土地退化和大量产沙对中国东北地区的农业发展和国家粮食安全构成威胁。此外,由于难以确定合适的环境指标和确定预测沟蚀易发地区的最佳模型,沟蚀预测仍然是一个巨大的挑战。因此,本研究的目的是量化控制沟蚀的主要因素的贡献,并确定预测东北海伦市易受沟蚀影响地区的最佳模型。首先,通过高分一号卫星影像的目视解译研究了沟壑侵蚀的空间分布。分析的沟槽均匀分布在研究区域内,我们选取70%的沟槽作为训练数据集,剩余30%作为验证数据集。随后,选取高程、坡度、坡向、平面曲率、剖面曲率、地形湿度指数(TWI)、土壤类型、土地利用、归一化植被指数(NDVI)、降水量、与河流的距离、与已有沟槽的距离等12个变量作为沟槽侵蚀的指标。然后进行多重共线性分析,确定无线性的主要指标。最后,利用支持向量机(SVM)、多层感知器神经网络(MLPNN)、随机森林(RF)和极端梯度增强(XGBoost)模型等机器学习模型确定了指标的贡献和易受沟沟侵蚀的区域。结果表明,12个指标之间不存在多重共线性关系,可全部应用于沟壑区侵蚀敏感性预测的机器学习模型中。XGBoost模型在模型验证阶段的R2和RMSE值最高(分别为0.81和0.60),其次是RF(分别为0.78和0.61)、MLPNN(分别为0.65和0.70)和SVM(分别为0.62和0.70)。沟距对沟蚀的相对重要性评分最高(>35%),其次是剖面曲率、平面曲率、土地利用、高程和土壤类型,相对重要性评分为10% ~ 15%。沟壑侵蚀敏感性图显示,研究区中部对沟壑侵蚀的敏感性高于其他区域。这些结果可以帮助管理者确定易发生沟蚀的区域,并设计土壤保持措施以减缓土壤侵蚀过程。
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引用次数: 0
Effects of economic and climatic factors on agricultural water use in arid regions 干旱区经济和气候因素对农业用水的影响
IF 3.9 4区 农林科学 Q2 ECOLOGY Pub Date : 2023-07-21 DOI: 10.2489/jswc.2023.00130
B. McGreal, B. Colby
Throughout the arid American West, agriculture is the dominant consumptive use of water, with farming operations dependent on finite groundwater resources or limited surface flows for necessary irrigation. This study makes use of climatic, economic, and remote-sensed land cover data to model those factors that contribute to farmers’ water use decisions in central Arizona. Growers’ water needs are met through a combination of groundwater, Colorado River water delivered via the Central Arizona Project, and additional surface flows. The modeling approach presented is applicable to a wide range of agricultural communities that are dependent on irrigation for agriculture. This study specifically examines water deliveries to and irrigation intensity within irrigation districts in central Arizona. Econometric analysis of integrated panel data finds that climate, the prices of December cotton (Gossypium hirsutum L.) futures, water costs, and fallowed land area have significant impacts on at least one of the two outcomes of interest. Understanding irrigators’ water use decisions is useful to those concerned with the impact of water availability on local economies, ecosystems, and aquifers.
在整个干旱的美国西部,农业是主要的用水消耗,农业生产依赖于有限的地下水资源或有限的地表水来进行必要的灌溉。本研究利用气候、经济和遥感土地覆盖数据,对影响亚利桑那州中部农民用水决策的因素进行建模。种植者的用水需求通过地下水、科罗拉多河通过亚利桑那中部项目输送的水和额外的地表水来满足。所提出的建模方法适用于广泛的依赖灌溉的农业社区。本研究特别考察了亚利桑那州中部灌区的输水量和灌溉强度。综合面板数据的计量经济学分析发现,气候、12月棉花期货价格、水成本和休耕土地面积对两个结果中的至少一个有显著影响。了解灌溉者的用水决定对那些关注水资源供应对当地经济、生态系统和含水层影响的人是有用的。
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引用次数: 0
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Journal of Soil and Water Conservation
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