Journal of environmental quality最新文献

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Soil lead, zinc, and copper in two urban forests as influenced by highway proximity. 两座城市森林中的土壤铅、锌和铜受高速公路距离的影响。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-21 DOI: 10.1002/jeq2.20642
Maryam Foroughi, Raymond R Weil
{"title":"Soil lead, zinc, and copper in two urban forests as influenced by highway proximity.","authors":"Maryam Foroughi, Raymond R Weil","doi":"10.1002/jeq2.20642","DOIUrl":"https://doi.org/10.1002/jeq2.20642","url":null,"abstract":"<p><p>Heavy metals emitted by vehicles have the potential to accumulate in soil near roadways, threatening the health of soil, plants, animals, and humans. This study evaluates Pb, Zn, and Cu levels in forest O-horizons, mineral soil, and earthworms near busy roadways in the metro-Washington, DC area. The study sites comprised road-edge environments within urban parks. Six transects were sampled in each park, collecting mineral soil at 1- to 30-m distances from the road edge and dividing it into eight depth increments (0-30 cm). O-horizon plant litter and earthworm samples were also collected at these locations. All samples underwent total Pb, Zn, and Cu X-ray fluorescence analysis. Generally, Pb concentrations (in upper 0-10 cm) were 1-4.8 times higher at 3 m compared to 30 m from the road, with less consistent gradients for Zn and Cu. Concentrations peaked near the soil surface, with lower levels in the O-horizon above and deeper soil layers. Leaded vehicle fuel was phased out by the early 1980s, but legacy Pb contamination persisted in roadside forests, averaging 365 mg kg<sup>-1</sup> in the upper 10 cm within 3 m of the roadway (< EPA action level of 1200 mg kg<sup>-1</sup> for non-play areas). Zinc, often present in vehicle tires, accumulated in earthworms to 192-592 mg kg<sup>-1</sup>, concentrations exceeding those in the soil, while Pb and Cu were less concentrated in earthworms than in either O-horizon or mineral soil. Factors such as plant uptake, erosion, wind, soil texture, and metal solubility influence how heavy metals redistribute and bioaccumulate in the O-horizon, mineral soil, and soil fauna.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lack of wastewater treatment in a small town drives the spread of ESBL-producing Escherichia coli in irrigation waters 一个小镇缺乏废水处理,导致灌溉水中产生 ESBL 的大肠杆菌扩散。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-20 DOI: 10.1002/jeq2.20641
Thomas VanderYacht, Liseth Salinas, Tilden Remerleitch, Nikolina Walas, Tin Ho, Gabriel Trueba, Jay P. Graham
{"title":"Lack of wastewater treatment in a small town drives the spread of ESBL-producing Escherichia coli in irrigation waters","authors":"Thomas VanderYacht,&nbsp;Liseth Salinas,&nbsp;Tilden Remerleitch,&nbsp;Nikolina Walas,&nbsp;Tin Ho,&nbsp;Gabriel Trueba,&nbsp;Jay P. Graham","doi":"10.1002/jeq2.20641","DOIUrl":"10.1002/jeq2.20641","url":null,"abstract":"<p>Antibiotic resistance (ABR) is a critical and growing global challenge, especially in low- and middle-income countries. Ecuador has made great progress in connecting households to piped water supplies; however, the collection and treatment of domestic wastewater has lagged. This infrastructural gap may be accelerating the spread of ABR into surface waters used downstream for irrigation. We studied the contributions of a small town in Ecuador to the prevalence of extended-spectrum β-lactamase-producing <i>E</i>scherichia <i>coli</i> in a glacial stream used for irrigating crops. The study analyzed water samples upstream (<i>n</i> = 60) and downstream (<i>n</i> = 60) of the town of Píntag as well as 30 lettuce samples irrigated by surface waters downstream of the town. A subset of third generation cephalosporin resistant <i>E. coli</i> (3GCR-EC) isolates (<i>n</i> = 58) were sequenced to characterize antibiotic resistance genes and pathogenic lineages. Our results showed that there was nearly a three-log increase in mean <i>E. coli</i> colony forming units in the downstream samples versus upstream. At the upstream sites above the town of Píntag, 6.7% of water samples were positive for 3GCR-EC compared to 100% of samples collected at the downstream sites. Additionally, 70.1% of sequenced 3GCR-EC isolates collected at downstream sites carried <i>bla</i><sub>CTX-M</sub> genes and 3.4% belonged to pandemic lineages ST131 and ST10. As countries develop household piped water infrastructure, attention should focus on how the lack of domestic wastewater collection and treatment may accelerate the spread of ABR in waterways and the food system.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":"53 6","pages":"1116-1126"},"PeriodicalIF":2.2,"publicationDate":"2024-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jeq2.20641","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simulating PFAS transport in effluent-irrigated farmland using PRZM5, LEACHM, and HYDRUS-1D models. 利用 PRZM5、LEACHM 和 HYDRUS-1D 模型模拟污水灌溉农田中 PFAS 的迁移。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-17 DOI: 10.1002/jeq2.20639
Shuchi Liao, Uriel Garza-Rubalcava, Linda M Abriola, Heather E Preisendanz, Linda S Lee, Kurt D Pennell
{"title":"Simulating PFAS transport in effluent-irrigated farmland using PRZM5, LEACHM, and HYDRUS-1D models.","authors":"Shuchi Liao, Uriel Garza-Rubalcava, Linda M Abriola, Heather E Preisendanz, Linda S Lee, Kurt D Pennell","doi":"10.1002/jeq2.20639","DOIUrl":"https://doi.org/10.1002/jeq2.20639","url":null,"abstract":"<p><p>Application of wastewater effluent to agricultural lands can serve as a sustainable approach to meet irrigation and nutrient needs for crop production. While nitrogen and phosphorous loadings can be effectively managed, concerns have been raised regarding the fate of emerging contaminants, including per- and polyfluoroalkyl substances (PFAS), which are widely detected in wastewater effluent. The objective of this paper was to evaluate the ability of three unsaturated flow and transport models, Pesticide Root Zone Model 5 (PRZM5), LEACHM, and HYDRUS-1D, to predict the distribution of PFAS in the soil profile at the Pennsylvania State University Living Filter site, which has received daily wastewater effluent applications for several decades. The models were modified to include adsorption at the air-water interface (AWI), which has been shown to be an important factor governing PFAS transport and phase distribution in the vadose zone. Simulations showed that PRZM5 did not accurately reproduce the observed perfluorooctanesulfonic acid (PFOS) behavior, which was attributed to the \"tipping bucket\" approach used for water flow that results in the disappearance of AWI during water flow. In contrast, both LEACHM and HYDRUS-1D captured the observed retention of PFOS and perfluorooctanoic acid (PFOA) over a 50-year simulation period. Due to differences in the approach used to calculate the AWI area, LEACHM predicted greater accumulation of PFOS and PFOA at the AWI compared to HYDRUS-1D. These findings indicate that mathematical models that directly account for unsaturated water flow and adsorption at the AWI are able to provide reasonable predictions of long-term PFAS leaching resulting from land application of wastewater effluent.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using syringe filtration after lab-scale adsorption processes potentially overestimates PFAS adsorption removal efficiency from non-conventional irrigation water. 在实验室规模的吸附过程之后使用注射器过滤,可能会高估非常规灌溉水中 PFAS 的吸附去除效率。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-16 DOI: 10.1002/jeq2.20640
Yu-Hua Zheng, Erika Carter, Shiqiang Zou, Clinton F Williams, Alex T Chow, Huan Chen
{"title":"Using syringe filtration after lab-scale adsorption processes potentially overestimates PFAS adsorption removal efficiency from non-conventional irrigation water.","authors":"Yu-Hua Zheng, Erika Carter, Shiqiang Zou, Clinton F Williams, Alex T Chow, Huan Chen","doi":"10.1002/jeq2.20640","DOIUrl":"https://doi.org/10.1002/jeq2.20640","url":null,"abstract":"<p><p>The adsorption process, known for its cost-effectiveness and high efficiency, has been extensively investigated at the laboratory scale for removing per- and polyfluoroalkyl substances (PFAS) from non-conventional irrigation water. However, a syringe filtration step is commonly used when quantifying PFAS removal during this adsorption process, potentially leading to PFAS retention onto the filters and an overestimate of adsorption removal efficiency. Here, we assessed the retention of three prevalent PFAS (i.e., perfluorooctanoic acid [PFOA], perfluorooctane sulfonic acid [PFOS], and perfluorobutanoic acid [PFBA]) on six syringe filters. When filtering distilled deionized water spiked with 1 µg/L and 100 µg/L of each PFAS, we observed the highest and lowest PFAS recovery percentages by mixed cellulose ester (MCE) (0.20 µm, 25 mm; 97 ± 11%, 101 ± 4.8%) and polytetrafluoroethylene (0.45 µm, 13 mm; 61 ± 37%, 80 ± 28%), respectively. Under the initial concentration of 1 µg/L and 100 µg/L, PFOS had recovery percentages of 55 ± 25% and 68 ± 24%, significantly lower than 96 ± 12% and 99 ± 5% for PFOA and 95 ± 8% and 97 ± 4% for PFBA, highlighting the importance of PFAS functional groups. PFAS recovery percentage increased with filtration volume in the order of 80 ± 28% (1 mL) < 85 ± 21% (5 mL) < 90 ± 18% (10 mL). Using MCE to filter treated municipal wastewater spiked with 1 µg/L and 100 µg/L of each PFAS, we found recovery percentages >90% for all three PFAS. Our study underscores the significance of syringe filter selection and potential overestimate of PFAS removal efficacy by the lab-scale adsorption processes.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The LTAR Cropland Common Experiment at the Kellogg Biological Station 凯洛格生物站的 LTAR 耕地共同实验。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-16 DOI: 10.1002/jeq2.20638
G. Philip Robertson, Brook Wilke, Tayler Ulbrich, Nick M. Haddad, Stephen K. Hamilton, Dean G. Baas, Bruno Basso, Jennifer Blesh, Timothy J. Boring, Laura Campbell, Kimberly A. Cassida, Christine Charles, Jiquan Chen, Julie E. Doll, Tian Guo, Alexandra N Kravchenko, Douglas A. Landis, Sandra T. Marquart-Pyatt, Maninder P. Singh, Christine D. Sprunger, Jason Stegink
{"title":"The LTAR Cropland Common Experiment at the Kellogg Biological Station","authors":"G. Philip Robertson,&nbsp;Brook Wilke,&nbsp;Tayler Ulbrich,&nbsp;Nick M. Haddad,&nbsp;Stephen K. Hamilton,&nbsp;Dean G. Baas,&nbsp;Bruno Basso,&nbsp;Jennifer Blesh,&nbsp;Timothy J. Boring,&nbsp;Laura Campbell,&nbsp;Kimberly A. Cassida,&nbsp;Christine Charles,&nbsp;Jiquan Chen,&nbsp;Julie E. Doll,&nbsp;Tian Guo,&nbsp;Alexandra N Kravchenko,&nbsp;Douglas A. Landis,&nbsp;Sandra T. Marquart-Pyatt,&nbsp;Maninder P. Singh,&nbsp;Christine D. Sprunger,&nbsp;Jason Stegink","doi":"10.1002/jeq2.20638","DOIUrl":"10.1002/jeq2.20638","url":null,"abstract":"<p>The Kellogg Biological Station Long-term Agroecosystem Research site (KBS LTAR) joined the national LTAR network in 2015 to represent a northeast portion of the North Central Region, extending across 76,000 km<sup>2</sup> of southern Michigan and northern Indiana. Regional cropping systems are dominated by corn (<i>Zea mays</i>)–soybean (<i>Glycine max</i>) rotations managed with conventional tillage, industry-average rates of fertilizer and pesticide inputs uniformly applied, few cover crops, and little animal integration. In 2020, KBS LTAR initiated the Aspirational Cropping System Experiment as part of the LTAR Common Experiment, a co-production model wherein stakeholders and researchers collaborate to advance transformative change in agriculture. The Aspirational (ASP) cropping system treatment, designed by a team of agronomists, farmers, scientists, and other stakeholders, is a five-crop rotation of corn, soybean, winter wheat (<i>Triticum aestivum</i>), winter canola (<i>Brassicus napus</i>), and a diverse forage mix. All phases are managed with continuous no-till, variable rate fertilizer inputs, and integrated pest management to provide benefits related to economic returns, water quality, greenhouse gas mitigation, soil health, biodiversity, and social well-being. Cover crops follow corn and winter wheat, with fall-planted crops in the rotation providing winter cover in other years. The experiment is replicated with all rotation phases at both the plot and field scales and with perennial prairie strips in consistently low-producing areas of ASP fields. The prevailing practice (or Business as usual [BAU]) treatment mirrors regional prevailing practices as revealed by farmer surveys. Stakeholders and researchers evaluate the success of the ASP and BAU systems annually and implement management changes on a 5-year cycle.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":"53 6","pages":"893-903"},"PeriodicalIF":2.2,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jeq2.20638","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biochar captures ammonium and nitrate in easily extractable and strongly retained form without stimulating greenhouse gas emissions during composting 生物炭以易于提取和保留力强的形式捕获铵和硝酸盐,在堆肥过程中不会刺激温室气体排放。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-09 DOI: 10.1002/jeq2.20634
Franziska Busch, Otávio dos Anjos Leal, Nina Siebers, Nicolas Brüggemann
{"title":"Biochar captures ammonium and nitrate in easily extractable and strongly retained form without stimulating greenhouse gas emissions during composting","authors":"Franziska Busch,&nbsp;Otávio dos Anjos Leal,&nbsp;Nina Siebers,&nbsp;Nicolas Brüggemann","doi":"10.1002/jeq2.20634","DOIUrl":"10.1002/jeq2.20634","url":null,"abstract":"<p>During composting of organic waste, nitrogen is lost through gaseous forms and ion leaching. Biochar has been shown to capture mineral nitrogen (N<sub>min</sub>: NH<sub>4</sub><sup>+</sup> and NO<sub>3</sub><sup>−</sup>) from compost, which we hypothesize reduces N<sub>2</sub>O formation. However, associating N<sub>min</sub> captured by biochar with the dynamics of N<sub>2</sub>O and other greenhouse gas (GHG) emissions during composting remains unstudied and was the aim of this work. We composted (outdoor for 148 days) together kitchen scraps (43.3% dw, where dw is dry weight), horse manure (40.9% dw), and wheat (<i>Triticum aestivum</i> L) straw (15.8% dw) without (Control) or with biochar (Bc, 15% compost dw). The biochar consisted of hardwood and softwood pieces pyrolyzed at 680°C and exhibited 60% of particles with 4–8 mm. We monitored compost GHG (CO<sub>2</sub>, CH<sub>4</sub>, N<sub>2</sub>O) emissions, N<sub>min</sub> content in compost and biochar particles (sequential extractions), and biochar surface transformations (SEM-EDX and <sup>13</sup>C-NMR spectroscopy) along composting. Biochar did not significantly reduce or increase GHG emissions and N<sub>min</sub> content (mg kg<sup>−1</sup>) in compost. However, the final NO<sub>3</sub><sup>−</sup> amount (g compost pile<sup>−1</sup>) in the Bc treatment was significantly higher (54%) compared to the Control, indicating lower NO<sub>3</sub><sup>−</sup> losses. Despite the high aromaticity and minimal contribution of carboxyl C to the biochar structure, biochar retained NH<sub>4</sub><sup>+</sup>, mainly in easily extractable form (55%), in the first 2 weeks of composting and mainly in strongly retained form (75%) in the final compost. The NO<sub>3</sub><sup>−</sup> content in biochar increased continuously during composting. In the final compost, the NO<sub>3</sub><sup>−</sup> content extracted from biochar was 164 (37%, easily extractable), 80 (19%, moderately extractable), and 194 mg NO<sub>3</sub><sup>−</sup>–N kg<sup>−1</sup> (44%, strongly retained). Although N<sub>min</sub> retention in biochar was not accompanied by lower N<sub>2</sub>O emissions, contradicting our hypothesis, we demonstrated the efficacy of biochar to recover N<sub>min</sub> from organic waste without stimulating GHG emissions.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":"53 6","pages":"1099-1115"},"PeriodicalIF":2.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jeq2.20634","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142391005","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The LTAR Grazing Land Common Experiment at Platte River High Plains Aquifer 普拉特河高原含水层的 LTAR 牧场共同实验。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-09 DOI: 10.1002/jeq2.20629
M. Khorchani, M. Schmer, A. Freidenreich, T. Awada, G. Birru, S. Christofferson, R. Drijber, G. Erickson, V. Jin, R. McDermott, A. Suyker, A. Watson, B. Woodbury, Y. Xiong, J. Hiller, X. Sun, L. Li
{"title":"The LTAR Grazing Land Common Experiment at Platte River High Plains Aquifer","authors":"M. Khorchani,&nbsp;M. Schmer,&nbsp;A. Freidenreich,&nbsp;T. Awada,&nbsp;G. Birru,&nbsp;S. Christofferson,&nbsp;R. Drijber,&nbsp;G. Erickson,&nbsp;V. Jin,&nbsp;R. McDermott,&nbsp;A. Suyker,&nbsp;A. Watson,&nbsp;B. Woodbury,&nbsp;Y. Xiong,&nbsp;J. Hiller,&nbsp;X. Sun,&nbsp;L. Li","doi":"10.1002/jeq2.20629","DOIUrl":"10.1002/jeq2.20629","url":null,"abstract":"<p>The Long-Term Agroecosystem Research (LTAR) network of the United States Department of Agriculture (USDA) consists presently of 18 sites within the contiguous United States that are managed by the Agricultural Research Service (ARS) and its partners. The LTAR network focuses on developing national strategies for more efficient, resilient, and profitable agricultural production systems, improved environmental quality, and enhanced rural prosperity. The Platte River High Plains Aquifer (PRHPA) LTAR site is managed jointly by the University of Nebraska-Lincoln (UNL) and USDA-ARS and is one of the LTAR sites that conduct research on both integrated cropping and grazing systems. The PRHPA region encompasses multiple land resource areas and diverse agricultural production systems. The PRHPA sites, predominantly located in eastern Nebraska, are designated as an integrated system focused specifically on the region's dominant production practices of row crop (corn and soybean), managed pastures, and beef cattle production. Here, we focus on C<sub>3</sub> cool-season smooth bromegrass (<i>Bromus inermis</i> Leyss.) pasture grazing systems under prevailing and alternative management practices for the region. The sites evaluate continuous and rotational grazing with and without pasture fertilization (prevailing practices). In an additional treatment, cattle are supplemented with dry distillers grains plus solubles, while manure supplies fertilization (alternative practice). Main measurements at the site evaluate plant and animal productivity, forage quality, greenhouse gas fluxes, and soil physical, chemical, and biological properties. This paper describes the regional characteristics of the PRHPA site, ongoing LTAR research related to pasture and livestock production, stakeholder engagement, and future research plans.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":"53 6","pages":"948-956"},"PeriodicalIF":2.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jeq2.20629","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142391015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning reveals dynamic controls of soil nitrous oxide emissions from diverse long-term cropping systems. 机器学习揭示了不同长期种植系统对土壤氧化亚氮排放的动态控制。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-09 DOI: 10.1002/jeq2.20637
Jashanjeet Kaur Dhaliwal, Dinesh Panday, G Philip Robertson, Debasish Saha
{"title":"Machine learning reveals dynamic controls of soil nitrous oxide emissions from diverse long-term cropping systems.","authors":"Jashanjeet Kaur Dhaliwal, Dinesh Panday, G Philip Robertson, Debasish Saha","doi":"10.1002/jeq2.20637","DOIUrl":"https://doi.org/10.1002/jeq2.20637","url":null,"abstract":"<p><p>Soil nitrous oxide (N<sub>2</sub>O) emissions exhibit high variability in intensively managed cropping systems, which challenges our ability to understand their complex interactions with controlling factors. We leveraged 17 years (2003-2019) of measurements at the Kellogg Biological Station Long-Term Ecological Research (LTER)/Long-Term Agroecosystem Research (LTAR) site to better understand the controls of N<sub>2</sub>O emissions in four corn-soybean-winter wheat rotations employing conventional, no-till, reduced input, and biologically based/organic inputs. We used a random forest machine learning model to predict daily N<sub>2</sub>O fluxes, trained separately for each system with 70% of observations, using variables such as crop species, daily air temperature, cumulative 2-day precipitation, water-filled pore space, and soil nitrate and ammonium concentrations. The model explained 29%-42% of daily N<sub>2</sub>O flux variability in the test data, with greater predictability for the corn phase in each system. The long-term rotations showed different controlling factors and threshold conditions influencing N<sub>2</sub>O emissions. In the conventional system, the model identified ammonium (>15 kg N ha<sup>-1</sup>) and daily air temperature (>23°C) as the most influential variables; in the no-till system, climate variables such as precipitation and air temperature were important variables. In low-input and organic systems, where red clover (Trifolium repens L.; before corn) and cereal rye (Secale cereale L.; before soybean) cover crops were integrated, nitrate was the predominant predictor of N<sub>2</sub>O emissions, followed by precipitation and air temperature. In low-input and biologically based systems, red clover residues increased soil nitrogen availability to influence N<sub>2</sub>O emissions. Long-term data facilitated machine learning for predicting N<sub>2</sub>O emissions in response to differential controls and threshold responses to management, environmental, and biogeochemical drivers.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142391014","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of Minnesota Phosphorus Loss Index performance. 明尼苏达磷损失指数性能评估。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-08 DOI: 10.1002/jeq2.20635
Heidi Reitmeier, Lindsay Pease, Peyton Loss, Tim Radatz
{"title":"Evaluation of Minnesota Phosphorus Loss Index performance.","authors":"Heidi Reitmeier, Lindsay Pease, Peyton Loss, Tim Radatz","doi":"10.1002/jeq2.20635","DOIUrl":"https://doi.org/10.1002/jeq2.20635","url":null,"abstract":"<p><p>Supported by the National Phosphorus (P) Research Project led by Dr. Andrew Sharpley, Minnesota developed its statewide P-Index, the Minnesota P Loss Index (MNPI), to manage critical source areas of agricultural P. The MNPI has remained unchanged since its last revision in 2006. The overall goal of this study was to critically evaluate the MNPI to determine, in the parlance of Sharpley, if the MNPI remains \"directionally and magnitudinally correct.\" Observed P loss from 67 site-years of annual edge-of-field data was compared with MNPI-predicted P loss. Our assessment indicates that MNPI performance is directionally correct: it correctly ranks fields that are more at risk than others. The MNPI performed better in years with high-intensity rainfall events. Averaging MNPI assessment across multiple years of data input, along with minor adjustments to the calculation algorithm, improved the robustness of MNPI estimates. Continued re-evaluation of the MNPI will ensure that this important tool for nutrient management is properly evaluating P loss potential. This study reflects Dr. Sharpley's decades-long effort to improve and revise P indices so that they reflect advances in the science and management of agricultural P.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142391006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Watershed-scale spatial prediction of agricultural land phosphorus mass balance and soil phosphorus metrics: A bottom-up approach 农田磷质量平衡和土壤磷指标的流域尺度空间预测:自下而上的方法。
IF 2.2 4区 环境科学与生态学
Journal of environmental quality Pub Date : 2024-10-07 DOI: 10.1002/jeq2.20633
Finn A. Bondeson, Joshua W. Faulkner, Tiffany L. Chin, Andrew W. Schroth, Michael Winchell, Aubert Michaud, Mohamed Niang, Eric D. Roy
{"title":"Watershed-scale spatial prediction of agricultural land phosphorus mass balance and soil phosphorus metrics: A bottom-up approach","authors":"Finn A. Bondeson,&nbsp;Joshua W. Faulkner,&nbsp;Tiffany L. Chin,&nbsp;Andrew W. Schroth,&nbsp;Michael Winchell,&nbsp;Aubert Michaud,&nbsp;Mohamed Niang,&nbsp;Eric D. Roy","doi":"10.1002/jeq2.20633","DOIUrl":"10.1002/jeq2.20633","url":null,"abstract":"<p>Analysis of nutrient balance at the watershed scale, including for phosphorus (P), is typically accomplished using aggregate input datasets, resulting in an inability to capture the variability of P status across the study region. This study presents a set of methods to predict and visualize partial P mass balance, soil P saturation ratio (PSR), and soil test P for agricultural parcels across a watershed in the Lake Champlain Basin (Vermont, USA) using granular, field-level data. K-means cluster analyses were used to group agricultural parcels by soil texture, average slope, and crop type. Using a set of parcels accounting for ∼21% of the watershed's agricultural land and having known soil test and nutrient management parameters, predictions of partial P mass balance, PSR, and soil test P for agricultural land across the watershed were made by cluster, incorporating uncertainty. This resulted in an average partial P balance of 5.5 ± 0.2 kg P ha<sup>−1</sup> year<sup>−1</sup> and an average PSR of 0.0399 ± 0.0002. Furthermore, approximately 30% of agricultural land had predicted soil test P values above optimum levels. Results were used to visualize areas with high P loss potential. Such data and visualizations can inform watershed P modeling and assist practitioners in nutrient management decision making. These techniques can also serve as a framework for bottom-up modeling of nutrient mass balance and soil metrics in other regions.</p>","PeriodicalId":15732,"journal":{"name":"Journal of environmental quality","volume":"53 6","pages":"1152-1163"},"PeriodicalIF":2.2,"publicationDate":"2024-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jeq2.20633","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142380988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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