Advancing biomonitoring of eDNA studies with the Anaconda R package: Integrating soil and One Health perspectives in the face of evolving traditional agriculture practices. by Pierre-Louis Stenger, Audrey Léopold, Kelly Dinh, Pierre Mournet, Nadia Robert, Julien Drouin, Jacques Wamejonengo, Sylvie Russet, Thomas Ibanez, Laurent Maggia, Fabian Carriconde

“…This study applied the Anaconda package to examine the impact of two types of duration fire-fallow cropping systems, using natural forests as a reference, on soil fungal and bacterial communities in Maré Island (New Caledonia). …”
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A Data Mining Approach Identified Salivary Biomarkers That Discriminate between Two Obesity Measures by Ping Shi, J. Max Goodson

“…For a random cohort of over 700 subjects from 8137 Kuwait children (10.00 ± 0.67 years), four data mining methods were applied to identify important variables associated with obesity, including logistic regression by lasso regularization (Lasso), multivariate adaptive regression spline (MARS), random forests (RF), and boosting classification trees (BT). …”
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Eucalyptus globulus en el sudeste de la provincia de Buenos Aires: edades, procedencias y densidad de la madera by K. MORENO, D. IGARTÚA

“…Los objetivos del presente trabajo fueron describir el recurso forestal de Eucalyptus globulus Labill. (Eucalipto blanco) implantado en el sudeste de la provincia de Buenos Aires, Argentina, en términos de edad, procedencias y suelos; determinar la densidad básica de la madera y analizar su variabilidad. …”
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Machine learning for classifying chronic kidney disease and predicting creatinine levels using at-home measurements by Brady Metherall, Anna K. Berryman, Georgia S. Brennan

“…We employ artificial neural networks (ANNs) and random forests (RFs) on a dataset of 400 patients with 25 input features, which we divide into three feature sets. …”
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Characterizing Stream Condition with Benthic Macroinvertebrates in Southeastern Minnesota, USA: Agriculture, Channelization, and Karst Geology Impact Lotic Habitats and Communities by Neal D. Mundahl

“…BIBI ratings improved from poor and very poor at headwater sites in channelized stream sections draining agricultural lands to fair to good to excellent in downstream sections flowing through natural channels in largely forested lands. Fifty percent of samples rated stream sites as poor or very poor. …”
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River System Style Frameworks, New Approach to Management of rivers (Case Study: Karaj Arangeh basin) by shila hajehforosh, amir karam

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Phylogeography and hybridization of corvid birds in the Palearctic Region by A. P. Kryukov

“…These two phylogeographic patterns might be explained by different habitat preferences: mainly open fields for the first group and forests for the second one. One glacial refuge was assigned to the latter group, while west-east group species might have survived in several refuges. …”
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Mapping urban green structures using object-based analysis of satellite imagery: A review by Shivesh Kishore Karan, Bjørn Tobias Borchsenius, Misganu Debella-Gilo, Jonathan Rizzi

“…For classification, the review covers machine learning techniques such as random forests, support vector machines, and convolutional neural networks, among others. …”
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Vegetation restoration effectiveness with main factors in the Beijing-Tianjin sandstorm source region during 2000-2020, China. by Xingshuo Zhang, Jingfang Yuan, Xiaoman Liu, Cheng Zong

“…We recommend that the northern region of the BTSSR continue to build low-density wind and sand control forests, while the southern region needs to be strengthened to prevent soil erosion problems caused by the expansion of human activities.…”
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Multi-Scenario Simulation Evaluation and Strategic Zoning of Habitat Services Based on Habitat Quality and Ecological Network: A Case Study of Lanzhou City by Jin Shi, Xianglong Tang

“…The factors that have the most significant impacts on cultivated land, forests, shrubs, construction land, and bare land are GDP, precipitation, temperature, population density, and NDVI, respectively. …”
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Step-by-step causal analysis of EHRs to ground decision-making. by Matthieu Doutreligne, Tristan Struja, Judith Abecassis, Claire Morgand, Leo Anthony Celi, Gaël Varoquaux

“…As the third step, we assess the influence of multiple models with varying assumptions, showing that a doubly robust estimator (AIPW) with random forests proved to be the most reliable estimator. …”
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Correlation between Soil Organic Matter, Total Organic Matter and Water Content with Climate and Depths of Soil at Different Land use in Kelantan, Malaysia by A Azlan, ER Aweng, CO Ibrahim, A Noorhaidah

“…The correlation of soil organic matter (SOM) content, total organic carbon (TOC) content, water content and soils texture for industrial area at Pengkalan Chepa, township of Kota Bharu district, agricultural area at Banggu and forested area in UMK, Jeli were investigated. These data sets were also correlated to temporal event in Kelantan State. …”
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Mapping of land degradation using spectral angle mapper approach (SAM): the case of Inaouene watershed (Northeast Morocco) by Benzougagh, Brahim, Meshram, Sarita Gajbhiye, Fellah, Bouchta El, Mastere, Mohamed, Basri, Mohamed El, Ouchen, Ibrahim, Sadkaoui, Driss, Bammou, Youssef, Moutaoikil, Nassima, Turyasingura, Benson

“…The fndings of the study are seven main land cover categories: arboriculture (0.08%), cereal (35.05%), water (1.03%), forests (3.76%), residentials (4.61%), matorral-course (4.58%), and bare soils (50.89%). …”
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La ocupación del suelo en un municipio de la Región Metropolitana de Barcelona: desafíos y oportunidades by Anna Badia Perpinyà, Àngel Cebollada Frontera, Ana Vera Martín, Meritxell Gisbert Traveria, Enric Mendizábal Riera, Antoni Francesc Tulla Pujol

“…Los CUCS pueden ser causantes de espacios de riesgo y costes asociados a la dispersión urbana, entre los que destacan los incendios en la interfaz urbano-forestal (IUF) y la movilidad no sostenible de una población dispersa. …”
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Ecological-based insights into bat populations in the Yucatán Peninsula under a One Health approach: coexistence or biophobia by Ma. Fernanda Sánchez-Soto, Osiris Gaona, Ricardo Mercado-Juárez, Ricardo Mercado-Juárez, Alfredo Yanez-Montalvo, Arit de León-Lorenzana, Gabriela Borja-Martínez, Gabriela Borja-Martínez, Daniela Zaldívar, Stephany Rodríguez-González, Erika N. Hernández-Villegas, Andres Moreira-Soto, Jan Felix Drexler, Gerardo Suzán, Ella Vázquez-Domínguez, Luisa I. Falcón

“…The Yucatán Peninsula (YP) is home to approximately 60 bat species with differing feeding strategists that, collectively, are fundamental for the health of tropical forests. During the SARS-CoV-2 pandemic, biophobic (aversive) responses towards bats were recorded in urban and rural areas of the YP, making evident the need to monitor bat diversity, investigate species’ biology (e.g., microbiome) and, perhaps most importantly, conduct educational activities that foster an affinity for bats. …”
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Ophiostomatoid fungi associated with mites phoretic on bark beetles in Qinghai, China by Runlei Chang, Tuan A. Duong, Stephen J. Taerum, Michael J. Wingfield, XuDong Zhou, Z. Wilhelm de Beer

“…We studied the mites and fungi from galleries of four spruce-infesting bark beetle species in the high altitude forests of Qinghai province, western China. Mites were identified based on morphological characteristics, and fungi based on DNA sequences of four gene regions. …”
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Recent Developments in Heavy Metals Detection: Modified Electrodes, Pretreatment Methods, Prediction Models and Algorithms by Yujie Shi, Shijie Zhang, Hang Zhou, Yue Dong, Gang Liu, Wenshuai Ye, Renjie He, Guo Zhao

“…To address these issues, two potential solutions have been proposed: the development of advanced algorithms (such as machine learning (ML), back-propagation neural network (BPNN), support vector machines (SVM), random forests (RF), etc.) for signal processing and the use of pretreatment methods (such as Fenton oxidation (FO), ozone oxidation, and photochemical oxidation) to suppress such interferences. …”
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Land Use Modeling and Predicted Ecosystem Service Value Under Different Development Scenarios: A Case Study of the Upper–Middle Yellow River Basin, China by Mingwei Ma, Yuhuai He, Yanwei Sun, Huijuan Cui, Hongfei Zang

“…Under the EPS scenario, the area of forests, grasslands, and water would increase by 16.57%, 10.59%, and 4%, respectively. …”
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Epidemiological and sociodemographic description of snakebite envenoming cases in Paraguay reported between 2015 and 2021 by Guillermo Sequera, Sofia Ardiles-Ruesjas, Edgar Sanabria, Victor Hugo Segovia Portillo, Lorena Jara Oroa, Viviana de Egea, Julio Alonso-Padilla, Irene Losada, María Jesús Pinazo

“…Introduction Snakebite envenoming (SBE) is a public health problem in Paraguay where the presence of 15 medically important snake species has been reported. Blessed with large forested areas, its economy largely relies on agricultural production which increases the exposure of outdoor workers to the morbidity and mortality of SBE. …”
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Archaeological Site Detection: Latest Results from a Deep Learning Based Europe Wide Hillfort Search by Jürgen Landauer, Simon Maddison, Giacomo Fontana, Axel G. Posluschny

“…The AI classifier achieved F1 scores ranging from 34–38%, demonstrating its adaptability to diverse landscapes, including the Mediterranean terrain of Molise and Hesse’s densely forested regions. Case studies identified new potential hillforts in England and promising candidates in Hesse and Molise, underscoring the effectiveness of the approach. …”
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