Remediation Effects of <i>Potamogeton crispus</i> on Nitrogen-Loaded Water Bodies and Its Greenhouse Gas Emission Mechanisms by Xiaoyi Li, Xiaoxiu Lun, Jianzhi Niu, Lumin Zhang, Bo Wu, Xinyue Wang

Get full text

Enhancing Pear Tree Yield Estimation Accuracy by Assimilating LAI and SM into the WOFOST Model Based on Satellite Remote Sensing Data by Zehua Fan, Yasen Qin, Jianan Chi, Ning Yan

“…Three advanced algorithms, Partial Least Squares Regression (PLSR), Support Vector Regression (SVR) and Random Forest (RF), were used to construct the regression models of LAI and vegetation index in four key periods using Sentinel-2 satellite remote sensing data. …”
Get full text

Flowering in the Northern Hemisphere is delayed by frost after leaf-out by Haoyu Qiu, Qin Yan, Yuchuan Yang, Xu Huang, Jinmei Wang, Jiajie Luo, Lang Peng, Ge Bai, Liuyue Zhang, Rui Zhang, Yongshuo H. Fu, Chaoyang Wu, Josep Peñuelas, Lei Chen

Get full text

Multi-Objective Optimal Trajectory Planning for Woodworking Manipulator and Worktable Based on the INSGA-II Algorithm by Jiaping Yi, Changqing Zhang, Sihan Chen, Qinglong Dai, Hang Yu, Guang Yang, Leyuan Yu

Get full text

Shifts in Soil Fungal Community and Trophic Modes During Mangrove Ecosystem Restoration by Xiaofang Shi, Shengyao Zhou, Lanzi Xu, Rajapakshalage Thashikala Nethmini, Yu Zhang, Liangliang Huang, Ke Dong, Huaxian Zhao, Lianghao Pan

Get full text

The impact of the Grain-for-Green Programme on carbon storage in the Upper Yangtze River Basin based on the PLUS-InVEST model by Minghong Peng, Ye Yang, Yuanjie Deng, Dingdi Jize, Hang Chen, Yifeng Hai, Guojie Liu, Haijun Wang, Tianhui Xie, Hu Li, Ji Luo

“…Our findings indicated that cultivated land (CL), forest land (FL), and grassland (GL) consistently dominated land use composition within the UYRB, collectively occupying approximately 96.45% of the total area throughout 2000–2020. …”
Get full text

Effects of Galactic Environment on Size and Dark Matter Content in Low-mass Galaxies by Francisco J. Mercado, Jorge Moreno, Robert Feldmann, Marckie Zeender, José A. Benavides, Joanna M. Piotrowska, Courtney Klein, Coral Wheeler, Lina Necib, James S. Bullock, Philip F. Hopkins

“…We utilize the cosmological volume simulation FIREbox to investigate how a galaxy’s environment influences its size and dark matter content. …”
Get full text

Remote sensing monitoring of fluorescent dissolved organic matter in Admiralty Bay: fusion of multi-source signal removal and machine learning by Ruiwu Zhang, Ruru Deng, Jun Ying, Jiayi Li, Yu Guo, Junying Yang, Cong Lei

Get full text

Design, synthesis, and evaluation of triazolo[1,5-a]pyridines as novel and potent α‑glucosidase inhibitors by Fariba Peytam, Parham Foroumadi, Hayrettin Ozan Gulcan, Maryam Norouzbahari, Somayeh Mojtabavi, Mohammad Ali Faramarzi, Fahimeh Ghasemi, Mohammadreza Torabi, Behnaz Bameri, Maliheh Barazandeh Tehrani, Loghman Firoozpour, Alireza Foroumadi

“…The machine learning model, trained with the Estate fingerprint, achieved an AUC score of 0.65, demonstrating its utility in predicting α-glucosidase inhibition. Random Forest was identified as the most suitable model, and the dataset with the highest R² value was selected for further feature selection and model improvement. …”
Get full text

Defect-phase engineered NiTi-TiO2 enabling near-unity selective photocatalytic CO2-to-methanol conversion by Ruonan Wang, Mingjia Zhang, Jingjing Liu, Xu Wu, Shule Zhang, Qin Zhong, Jianfeng Yao

Get full text

Strategic mangrove restoration increases carbon stock capacity by Sebrian M. Beselly, Mick van Der Wegen, Johan Reyns, Uwe Grueters, Jasper T. Dijkstra, Dano Roelvink

“…To optimise restoration strategies, we developed an individual-based mangrove and process-based hydro-morphodynamic model to simulate multi-species mangrove forest trajectories, including the physical environment’s feedback. …”
Get full text

Effects of Salt-Drought Stress on Growth and Physiobiochemical Characteristics of Tamarix chinensis Seedlings by Junhua Liu, Jiangbao Xia, Yanming Fang, Tian Li, Jingtao Liu

Get full text

Research on dynamic uplift of contact wires in high-speed railway by TANG Yang

“…Moreover, the penalty function method was introduced to simulate pantograph-catenary interactions, leading to the establishment of a pantograph-catenary coupling model that was then utilized to simulate uplift changes of contact wire steady arms under different operating speeds and directions. …”
Get full text

EFFECT OF LANDSCAPE FEATURES AND FRAGMENTATION ON WILD TURKEY DISPERSAL by Kathleen K. Fleming, William F. Porter

Get full text

High-resolution Canada domain disturbance forcings suitable for land surface modeling applications by Jason Beaver, Salvatore R. Curasi, Joe R. Melton, Elyn R. Humphreys, Txomin Hermosilla, Michael A. Wulder

“…Abstract Spatially explicit fire and harvest data are useful for driving land surface model (LSM) simulations of the carbon cycle. From 1985-present, numerous Canadian disturbance datasets exist. …”
Get full text

Comparative use of different AI methods for the prediction of concrete compressive strength by Mouhamadou Amar

“…These models were applied to over 5,373 concrete formulations compiled from 137 literature sources. The simulations used artificial neural networks or deep learning, generalized linear, decision tree, random forest, support vector machine, and gradient-boosted tree models to predict the compressive strength of 8 concrete mix designs containing different SCMs. …”
Get full text

Implications for the distributional range of the European bark beetles under future climate change by Shengqi Jian, Yufei Han, Risto Kasanen, Juha Honkaniemi, Samuli Junttila, Fred O. Asiegbu

“…Abstract The European continent is rich in forest resources, with bark beetles being the most significant biological disturbance impacting European forest ecosystems. …”
Get full text

Future projections of Siberian wildfire and aerosol emissions by R. K. Nurrohman, R. K. Nurrohman, T. Kato, H. Ninomiya, L. Végh, N. Delbart, T. Miyauchi, H. Sato, T. Shiraishi, R. Hirata

“…We then predicted that all of the 33 fire-related gas and aerosol emissions would increase in the future due to the enhanced amount of litter as fuel load from increasing forest biomass production under climate forcing of four Representative Concentration Pathways: RCP8.5, RCP6.0, RCP4.5, and RCP2.6. …”
Get full text

Application of machine learning-based post-processing to improve crowd-sourced urban rainfall categorizations by Mohammad Ashar Hussain, Venkatesh Budamala, Rajarshi Das Bhowmik

“…The findings indicate that while the random forest model outperforms logistic regression, its performance declines as misclassification rates increase. …”
Get full text

The role of hybrid models in financial decision-making: Forecasting stock prices with advanced algorithms by Xiaoyi Zhu

“…Then, the high sequences underwent processing using the optimized random forest algorithm, and the remaining sequences were subjected to processing utilizing optimized bidirectional long short-term memory. …”
Get full text