Agrosystems, Geosciences & Environment最新文献

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Exploration of barley (Hordeum vulgareL.) accessions for yield and yield components from diverse agro-ecological zones of Ethiopia 埃塞俄比亚不同农业生态区域的大麦(Hordeum vulgareL.)产量和产量组成成分选种探索
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-20 DOI: 10.1002/agg2.70005
Mesfin Hailemariam Habtegebriel, Tileye Feyissa, Tesfahun Alemu, Yemserach Melkie
{"title":"Exploration of barley (Hordeum vulgareL.) accessions for yield and yield components from diverse agro-ecological zones of Ethiopia","authors":"Mesfin Hailemariam Habtegebriel,&nbsp;Tileye Feyissa,&nbsp;Tesfahun Alemu,&nbsp;Yemserach Melkie","doi":"10.1002/agg2.70005","DOIUrl":"https://doi.org/10.1002/agg2.70005","url":null,"abstract":"<p>Knowing the accession's qualitative and quantitative genetic variability is the prerequisite for the trait's improvement for any barley (<i>Hordeum vulgare</i> L.) improvement programs. This study aimed to investigate the agronomic and yield trait performance. The field experiment was conducted in Gumer for the years 2021/2022 and 2022/2023 using the augmented block design with the data of 319 barley genotypes, including nine check entries and using eight blocks in rain-fed conditions. A total of 23 both qualitative and quantitative traits were measured. The chi-square test analysis showed significant genotypic variation for all qualitative traits. The significant differences (<i>p</i> &lt; 0.001) in all the quantitative traits except for plant height, spike length, and harvest index. There was sizeable quantitative variation among the genotypes indicating the need to exploit a high degree of genetic variation through selection. The first four principal component analyses accounted for 64.82% of the total variation and the cluster analysis discriminated the barley into four discrete clusters. The correlation coefficient indicated significant differences among the correlations of the 10 quantitative traits. Furthermore, G6, G214, and G255 for earliness and G182, G126, and G44 for grain yield. Both qualitative and quantitative traits made it possible to locate potential new sources of genetic variation. Certain barley was thought to be possible sources of various agronomic traits, such as drought tolerance. The characterized Ethiopian landraces can be used to improve barley resilience against climate change and associated conditions and are recommended in breeding programs to improve productivity under different breeding objectives.</p>","PeriodicalId":7567,"journal":{"name":"Agrosystems, Geosciences & Environment","volume":"7 4","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agg2.70005","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142692084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genotypic variation in nitrogen fixation characteristics in faba bean (Vicia faba L.) under contrasting phosphorus fertilizer regimes 对比磷肥制度下蚕豆固氮特性的基因型变异
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-18 DOI: 10.1002/agg2.70009
Gemechu Abu, Victor Adetimirin, Christian Fatokun, Gemechu Keneni, Fassil Assefa
{"title":"Genotypic variation in nitrogen fixation characteristics in faba bean (Vicia faba L.) under contrasting phosphorus fertilizer regimes","authors":"Gemechu Abu,&nbsp;Victor Adetimirin,&nbsp;Christian Fatokun,&nbsp;Gemechu Keneni,&nbsp;Fassil Assefa","doi":"10.1002/agg2.70009","DOIUrl":"https://doi.org/10.1002/agg2.70009","url":null,"abstract":"<p>Assessment of the genetic variability is an important step in improving nitrogen (N<sub>2</sub>) fixation potential of faba bean (<i>Vicia faba</i> L.) genotypes. The study was conducted to evaluate the genotypic variation for symbiotic N<sub>2</sub> fixation traits of faba bean under contrasting phosphorus (P) fertilizer regimes. Twenty and 12 genotypes in the field and greenhouse, respectively, were planted under two P fertilizer regimes (P− and P+ corresponding to 0 and 46 kg/ha) using a randomized complete block design with three replications. Analysis of variance indicated highly significant (<i>p</i> &lt; 0.01) variation among genotypes for all N<sub>2</sub> fixation traits under both P regimes, indicating the availability of genotypic variation. Genotypes Obse, Dosha, Didea, Gebelcho, Gora, Moti, and Hachalu had better performance for N<sub>2</sub> fixation traits and higher grain yield (GY) across all study conditions. Performances of all N<sub>2</sub> fixation traits, except nitrogen harvest index, were better under P+ than under P−. P fertilizer application in the field resulted in 12.3, 12.9%, 18.9%, and 24.2% increase in the number of nodules per plant, nodule dry weight per plant (NDWP), N<sub>2</sub> yield (NY), and the amount of N<sub>2</sub> fixed (NF), respectively. In the greenhouse, 18.9%, 22.5%, and 27.2% increment was obtained for NDWP, NY, and NF, respectively, due to fertilizer application. Biplot analysis revealed that NF, NY, percentage of nitrogen derived from atmosphere (%Ndfa), shoot nitrogen concentration (ShN), and GY were the traits responsible for large genetic variation for N<sub>2</sub> fixation. NF had higher heritability and formed a significant positive correlation with most nitrogen fixation traits, suggesting the potential of the trait to be improved through breeding.</p>","PeriodicalId":7567,"journal":{"name":"Agrosystems, Geosciences & Environment","volume":"7 4","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agg2.70009","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142665842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Limestone reaction in sandy soil: Rate effects, limestone type, moisture regime, and time 砂质土壤中的石灰石反应:速率效应、石灰石类型、湿度和时间
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-18 DOI: 10.1002/agg2.70008
Flávia Cristina dos Santos, Álvaro Vilela de Resende, Johnny Rodrigues Soares, João Hebert Moreira Viana, Monna Lysa Teixeira Santana, Silvino Guimarães Moreira, Manoel Ricardo de Albuquerque Filho
{"title":"Limestone reaction in sandy soil: Rate effects, limestone type, moisture regime, and time","authors":"Flávia Cristina dos Santos,&nbsp;Álvaro Vilela de Resende,&nbsp;Johnny Rodrigues Soares,&nbsp;João Hebert Moreira Viana,&nbsp;Monna Lysa Teixeira Santana,&nbsp;Silvino Guimarães Moreira,&nbsp;Manoel Ricardo de Albuquerque Filho","doi":"10.1002/agg2.70008","DOIUrl":"https://doi.org/10.1002/agg2.70008","url":null,"abstract":"<p>An experiment was conducted in the greenhouse facilities of Embrapa Maize and Sorghum to evaluate the limestone reaction in sandy soil based on rates, limestone type, effective calcium carbonate equivalent (ECCE), and moisture regime over time. A factorial design of 4 × 2 + 3 was adopted, consisting of four limestone rates with 76% ECCE (0, 1, 2, and 4 Mg ha<sup>−1</sup>), two irrigation types (daily and monthly, simulating constant and intermittent moisture regime), and three additional treatments (three rates of “filler” limestone—99% ECCE—under monthly irrigation). Soil chemical characteristics were analyzed at 1, 2, 3, 6, and 12 months after treatment application. Soil fertility improved at the first month after treatment application, with emphasis on higher limestone rates, monthly moisture regime, and filler lime stone. The highest limestone rate did not increase the pH above 7.0. The recommended limestone rate was insufficient to elevate Ca + Mg levels to the adequate level for current production genotypes and systems, which demand higher standards. These outcomes reinforce the need for carrying out further studies and potential revision in liming recommendations for sandy soils.</p>","PeriodicalId":7567,"journal":{"name":"Agrosystems, Geosciences & Environment","volume":"7 4","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agg2.70008","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142665996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Irrigation frequency effects on Prizm zoysiagrass establishment from sprigs 灌溉频率对 Prizm 紫花苜蓿从幼芽生长的影响
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-13 DOI: 10.1002/agg2.70000
Tyler Q. Carr, John C. Sorochan, James, T. Brosnan, Brandon J. Horvath, Kellie. J. Walters
{"title":"Irrigation frequency effects on Prizm zoysiagrass establishment from sprigs","authors":"Tyler Q. Carr,&nbsp;John C. Sorochan,&nbsp;James, T. Brosnan,&nbsp;Brandon J. Horvath,&nbsp;Kellie. J. Walters","doi":"10.1002/agg2.70000","DOIUrl":"https://doi.org/10.1002/agg2.70000","url":null,"abstract":"<p>Zoysiagrass (<i>Zoysia</i> spp. Willd.) is a popular choice for commercial and residential lawns, as well as golf course fairways and tees because it requires less light, fertilizer, and mowing compared to bermudagrass (<i>Cynodon</i> spp.). However, zoysiagrass' slow growth rate compared to other putting green options presents a challenge for both rapid establishment from sprigs and its wider adoption as a putting green surface. It is currently unknown if very frequent irrigation, commonly used in horticultural propagation, can be applied to turfgrass and accelerate establishment from sprigs. Irrigation was applied to Prizm zoysiagrass sprigs across either four or 192 irrigation events from 06:00 a.m. to 10:00 p.m. Prizm zoysiagrass establishment was unaffected by irrigation frequency and averaged 40% turfgrass coverage after 21.6 and 27.3 days in run A and run B, respectively. These results imply that very frequent irrigation did not accelerate establishment. Additional research elucidating zoysiagrass sprig physiology during propagation and development is necessary to better define management practices that hasten establishment.</p>","PeriodicalId":7567,"journal":{"name":"Agrosystems, Geosciences & Environment","volume":"7 4","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agg2.70000","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142664937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating corn, tall fescue and canola growth on sediments dredged from the Lorain Harbor 评估玉米、高羊茅和油菜在洛兰港疏浚沉积物上的生长情况
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-06 DOI: 10.1002/agg2.20559
Maureen E. Roddy, Emily Kalhert, Corry T. Platt, Ashley N. Julian, Megan A. Rúa
{"title":"Evaluating corn, tall fescue and canola growth on sediments dredged from the Lorain Harbor","authors":"Maureen E. Roddy,&nbsp;Emily Kalhert,&nbsp;Corry T. Platt,&nbsp;Ashley N. Julian,&nbsp;Megan A. Rúa","doi":"10.1002/agg2.20559","DOIUrl":"https://doi.org/10.1002/agg2.20559","url":null,"abstract":"<p>Soil degradation is a worldwide problem, causing the declining performance of many plant species. Recently, the application of sediments dredged from aquatic waterways has received attention for their potential as an organic amendment to revive degraded agricultural soils. In Ohio, dredged sediment research has largely focused on the success of corn (<i>Zea mays</i>) or soybean (<i>Glycine max</i>) following the application of dredged sediments from the Toledo Harbor, neglecting the potential for dredged sediments from the other eight harbors and waterways to change plant performance as well as failing to quantify benefits for other commonly grown crops in the region. In a greenhouse experiment, we applied dredged sediments from the Lorain Harbor to degraded agricultural soils across a variety of application ratios and quantified changes in germination, height over the growing season, final biomass, and yield for canola (<i>Brassica napus</i>), tall fescue KY 31 (<i>Festuca arundinacea</i>), and corn to better understand the potential for dredged sediments from this location to increase performance for a variety of regionally important plant species. Overall, plants grown on agricultural soils supplemented with dredged sediments from the Lorain Harbor consistently grew taller, faster, and were larger than the 100% dredged sediment treatments. Furthermore, both corn and tall fescue grown on agricultural soil supplemented with dredged sediments had greater yield compared to their counterparts grown on unamended agricultural soil. In whole, outcomes from this research contribute to a growing body of research that support the use of dredged sediments as a soil amendment for agricultural soils.</p>","PeriodicalId":7567,"journal":{"name":"Agrosystems, Geosciences & Environment","volume":"7 4","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agg2.20559","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142664530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of cover crop adoption and impact on weed management in Wisconsin corn-soybean cropping systems 评估威斯康星州玉米-大豆种植系统采用覆盖作物的情况及其对杂草管理的影响
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-05 DOI: 10.1002/agg2.70007
Guilherme Chudzik, Jose J. Nunes, Nicholas J. Arneson, Grace Arneson, Shawn P. Conley, Rodrigo Werle
{"title":"Assessment of cover crop adoption and impact on weed management in Wisconsin corn-soybean cropping systems","authors":"Guilherme Chudzik,&nbsp;Jose J. Nunes,&nbsp;Nicholas J. Arneson,&nbsp;Grace Arneson,&nbsp;Shawn P. Conley,&nbsp;Rodrigo Werle","doi":"10.1002/agg2.70007","DOIUrl":"https://doi.org/10.1002/agg2.70007","url":null,"abstract":"<p>The evolution and widespread occurrence of herbicide-resistant weeds pose a major challenge for farmers and crop consultants across North America, warranting integrated management strategies. The adoption of cover crops offer weed suppression and soil health benefits but adds management complexity. A survey, targeting farmers and crop consultants, was conducted during the spring of 2023 to evaluate current cover crop management practices and perceptions in Wisconsin cropping systems. The survey included 26 questions across five sections: respondent profile, cover crop adoption and experience, cover crop management ahead of soybean [<i>Glycine max</i> (L.) Merr.], cover crop management ahead of corn (<i>Zea mays</i> L.), and general benefits and challenges of cover crop adoption. Farmers and crop consultants represented most respondents, influencing a total of 29,500 and 557,000 ha, respectively. Waterhemp (<i>Amaranthus tuberculatus</i> [Moq.] J.D. Sauer) and giant ragweed (<i>Ambrosia trifida</i> L.) were identified as the most troublesome weeds. Over 90% of respondents use herbicides to terminate their cover crops, and 68% of respondents agree that cover crops improved overall weed control in their farms/clients’ farms to some extent [cereal rye (<i>Secale cereale</i> L.) as main cover crop species]. Additionally, results demonstrate a strong consensus (85%) on cover crops positively influencing water retention, with 98% agreement on their efficacy in reducing soil erosion. Results from this survey can help guide farmers, agronomists, researchers, and policymakers with cover crop adoption, management, policies, incentives, and future research and education needs in Wisconsin and beyond to support the development of more sustainable and efficient weed and crop management strategies.</p>","PeriodicalId":7567,"journal":{"name":"Agrosystems, Geosciences & Environment","volume":"7 4","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agg2.70007","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142596360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soil greenhouse gas emissions under enhanced efficiency and urea nitrogen fertilizer from Australian irrigated aerobic rice production 澳大利亚有氧灌溉水稻生产中提高效率和施用尿素氮肥条件下的土壤温室气体排放
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-04 DOI: 10.1002/agg2.70004
Jackie R. Webb, Matt Champness, John Hornbuckle, Wendy C. Quayle
{"title":"Soil greenhouse gas emissions under enhanced efficiency and urea nitrogen fertilizer from Australian irrigated aerobic rice production","authors":"Jackie R. Webb,&nbsp;Matt Champness,&nbsp;John Hornbuckle,&nbsp;Wendy C. Quayle","doi":"10.1002/agg2.70004","DOIUrl":"https://doi.org/10.1002/agg2.70004","url":null,"abstract":"<p>Aerobic rice production offers a promising solution to improve water use efficiency and reduce methane (CH<sub>4</sub>) emissions by minimizing water inundation. However, alternate water-saving methods for rice cultivation can lead to “trade-off” emissions of nitrous oxide (N<sub>2</sub>O). A field experiment was conducted over one season measuring soil-derived greenhouse gas emissions in irrigated aerobic rice (<i>Oryza sativa</i> L.) under different N fertilizer management at a rate of 220 kg N ha<sup>−1</sup>, including a nil treatment (“control”); slow release (180 days) polymer-coated urea (“N180”); banded urea applied upfront (“urea”); and three applications of broadcast urea (“urea-split”). The N180 treatment reduced soil N<sub>2</sub>O emissions compared with urea (<i>p</i> &lt; 0.001), with mean cumulative N<sub>2</sub>O emissions of 4.36 ± 1.07 kg N ha<sup>−1</sup> and 27.9 ± 5.70 kg N ha<sup>−1</sup>, respectively. Soil N<sub>2</sub>O fluxes were high, reaching up to 1916 and 2900 µg N m<sup>2</sup> h<sup>−1</sup> after urea application and irrigation/rain events, and were similar to other irrigated crops grown on heavy textured soils. Fertilizer N management had no effect on soil CH<sub>4</sub> emissions, which were negligible across all treatments ranging from 1.28 to 2.75 kg C ha<sup>−1</sup> over the growing season. Cumulative soil carbon dioxide emissions ranged from 1936 to 3071 kg C ha<sup>−1</sup> and were greatest in N180. This case study provides the first evidence in Australia that enhanced efficiency nitrogen fertilizer can substantially reduce N<sub>2</sub>O emissions from soils in an aerobic rice system. Our findings reinforce the CH<sub>4</sub> mitigation potential of water saving rice approaches and demonstrate the need to consider N fertilizer management to control N<sub>2</sub>O emissions.</p>","PeriodicalId":7567,"journal":{"name":"Agrosystems, Geosciences & Environment","volume":"7 4","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agg2.70004","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142587955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Kinetics of Cd adsorption by biochar, activated carbon, and zeolite in some calcareous soils 一些石灰性土壤中生物炭、活性炭和沸石对镉的吸附动力学
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-04 DOI: 10.1002/agg2.70003
Reza Keyhaninejad, Aliashraf Amirinejad, Akram Fatemi
{"title":"Kinetics of Cd adsorption by biochar, activated carbon, and zeolite in some calcareous soils","authors":"Reza Keyhaninejad,&nbsp;Aliashraf Amirinejad,&nbsp;Akram Fatemi","doi":"10.1002/agg2.70003","DOIUrl":"https://doi.org/10.1002/agg2.70003","url":null,"abstract":"<p>Different methods have developed to reduce the risks of potentially toxic elements in contaminated soils. Among them, adsorption is one of the most important and effective strategies. In this research, kinetics of Cd adsorption by biochar, activated carbon, and zeolite in some calcareous soils were investigated. A factorial experiment was conducted based on a completely randomized design with three replications. The factors included three types of adsorbents (sunflower's biochar, activated carbon, and zeolite), four levels of Cd (0, 20, 50, and 100 mg/L as Cd (NO<sub>3</sub>)<sub>2</sub>), and three soil samples, differing in their cation exchange capacity, soil organic matter, and calcium carbonate equivalent. Batch experiments were carried out to evaluate Cd adsorption isotherms and kinetic models. Furthermore, the effect of adsorbent dosage, contact time, and initial pH on the adsorption efficiency was examined. Optimizing studies revealed that the best pH for Cd adsorption was 5, while the optimal equilibrium time was achieved at 24 h. The results showed that the Freundlich model fitted to the experimental data slightly better than the Langmuir model. Moreover, the pseudo-second-order kinetic model better described the kinetic behavior of Cd adsorption for the investigated adsorbents. The maximum Cd removal efficiency (99%) belonged to soil No. 2 with biochar. Lastly, it was concluded that sunflower biochar, a cheap and cost-effective adsorbent, had high efficiency in Cd adsorption in calcareous soils.</p>","PeriodicalId":7567,"journal":{"name":"Agrosystems, Geosciences & Environment","volume":"7 4","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agg2.70003","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142579697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative analysis of RNN versus IIR digital filtering to optimize resilience to dynamic perturbations in pH sensing for vertical farming RNN 与 IIR 数字滤波的比较分析,优化垂直耕作 pH 值传感对动态扰动的适应能力
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-04 DOI: 10.1002/agg2.70001
Rolando Hinojosa-Meza, Martín Montes Rivera, Paulino Vacas-Jacques, Nivia Escalante-Garcia, José Alonso Dena-Aguilar, Aldonso Becerra Sanchez, Ernesto Olvera-Gonzalez
{"title":"Comparative analysis of RNN versus IIR digital filtering to optimize resilience to dynamic perturbations in pH sensing for vertical farming","authors":"Rolando Hinojosa-Meza,&nbsp;Martín Montes Rivera,&nbsp;Paulino Vacas-Jacques,&nbsp;Nivia Escalante-Garcia,&nbsp;José Alonso Dena-Aguilar,&nbsp;Aldonso Becerra Sanchez,&nbsp;Ernesto Olvera-Gonzalez","doi":"10.1002/agg2.70001","DOIUrl":"https://doi.org/10.1002/agg2.70001","url":null,"abstract":"<p>Vertical farming (VF) refers to systems of agriculture where crops are grown in trays stacked vertically by exposing them to artificial light and using sensing technology to improve product quality and yield. In this work, we propose an advanced filtering scheme based on recurrent neural networks (RNNs) and deep learning to enable efficient control strategies for VF applications. We demonstrate that the best RNN model incorporates five neuron layers, with the first and second containing 90 long short-term memory neurons. The third layer implements one gated recurrent units neuron. The fourth segment incorporates one RNN network, while the output layer is designed by using a single neuron exhibiting a rectified linear activation function. By utilizing this RNN digital filter, we introduce two variations: (1) a scaled RNN model to tune the filter to the signal of interest, and (2) a moving average filter to eliminate harmonic oscillations of the output waveforms. The RNN models are contrasted with conventional digital Butterworth, Chebyshev I, Chebyshev II, and elliptic infinite impulse response (IIR) configurations. The RNN digital filtering schemes avoid introducing unwanted oscillations, which makes them more suitable for VF than their IIR counterparts. Finally, by utilizing the advanced features of scaling of the RNN model, we demonstrate that the RNN digital filter can be pH selective, as opposed to conventional IIR filters.</p>","PeriodicalId":7567,"journal":{"name":"Agrosystems, Geosciences & Environment","volume":"7 4","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agg2.70001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142579700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Changes in the population and diversity of plant parasitic nematodes and their effects on sugarcane growth at Wonji-Shoa Sugar Estate, Ethiopia 埃塞俄比亚 Wonji-Shoa 糖厂植物寄生线虫数量和多样性的变化及其对甘蔗生长的影响
IF 1.3
Agrosystems, Geosciences & Environment Pub Date : 2024-11-03 DOI: 10.1002/agg2.70006
Alemayehu Dengia, Nigussae Dechassa, Lemma Wogi, Berhanu Amsalu
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