Optimizing UAV sprayer performance using field data and machine learning approaches by Doğan Güneş, Hideo Hasegawa

“…The heatmaps based on simulation confirmed and visually supported the experimental findings. …”
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Low-cost fabrication and comparative evaluation of machine learning algorithms for flexible PDMS-based hexagonal patch antenna by Srivatsan Sarvesan, Mettu Goutham Reddy, S. S. Karthikeyan, Praveen K. Sekhar

“…These models were trained using a dataset generated from full-wave electromagnetic (EM) simulations, and the Random Forest model exhibited the best predictive accuracy, with an R² value of 0.99. …”
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Comparative Validation and Misclassification Diagnosis of 30-Meter Land Cover Datasets in China by Xiaolin Xu, Dan Li, Hongxi Liu, Guang Zhao, Baoshan Cui, Yujun Yi, Wei Yang, Jizeng Du

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Spatial-temporal patterns of cultivated land expansion and intensification in Africa from 2000 to 2020 by Mengnan Wang, Cong Wang, Qiong Hu, Haodong Wei, Xiuni Li, Zexuan Li, Na'na Zhu, Bingyu Xue, Shiqi Li, Baodong Xu

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Discovery of insect Blaps rhynchopetera Fairmaire extracts with anti-tyrosinase activity and anti-melanin deposition by Lamei Zhang, Kaixun Cao, Xizhe Yang, Shengwen Zhou, Shengwen Zhou, James Mwangi, James Mwangi, Chengye Wang, Yifan Chen, Yifan Chen, Chengchen Zhang, Ziyi Wang, Min Zhao, Lei Shi, Qiumin Lu

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Ontogenetic, diurnal, and environmental impacts on VOC emission from sugarcane by Bin Hu, Ann-Mareike Jarosch, Rüdiger Grote, Mbezele Junior Yannick Ngaba, Jörg-Peter Schnitzler, Jürgen Kreuzwieser, Heinz Rennenberg

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Evaluation of adaptive capacity of slope regulation and storage measures on the Loess Plateau under drought stress by Siying Yan, Baisha Weng, Denghua Yan, Qiang Fu, Hao Wang

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How Long Until Agricultural Carbon Peaks in the Three Gorges Reservoir? Insights from 18 Districts and Counties by Danqing Li, Yunqi Wang, Huifang Liu, Cheng Li, Jinhua Cheng, Xiaoming Zhang, Peng Li, Lintao Wang, Renfang Chang

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Disentangling the effects of geographical location and local climate on masting in Fagus crenata using a comprehensive population model by Takashi Masaki, Kazuhiko Hoshizaki, Chinatsu Homma

“…The proposed process model will be useful for forecasting climate-change impacts on masting patterns in Fagus and other genera, improving the efficacy of forest ecosystem management.…”
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Importance Analysis of Vegetation Change Factors in East Africa Based on Machine Learning by Zhang Xiumei, Ma Bo, Zhang Yijie

“…[Objective] A factor importance analysis of vegetation changes in East Africa based on different machine learning algorithms was conducted to measure the accuracy and applicability of the different algorithms in order to provide a scientific basis for protecting, restoring, and promoting sustainable forest management and comprehensive prevention and control of soil erosion. …”
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Advances in Surveying Topographically Complex Ecosystems with UAVs: Manta Ray Foraging Algorithms by Shijie Yang, Jiateng Yuan, Zhibo Chen, Hanchao Zhang, Xiaohui Cui

“…This study introduces an innovative UAV cruise data collection path planning approach using the manta ray foraging optimization (MRFO) algorithm to enhance efficiency and energy utilization in forest ecosystem monitoring. Traditionally reliant on costly manual patrols, this method leverages UAVs and ground-based sensors for data collection. …”
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Intelligent Optimization of OSPF Path Selection Using Machine Learning Models for Adaptive Network Routing by Rebeen Rebwar Hama Amin

“…The simulation took place in Graphical Network Simulator-3 using Cisco routers and Linux servers to allow thorough testing before and after applying the ML models. …”
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Anthropogenic Activities Dominate Vegetation Improvement in Arid Areas of China by Yu Guo, Xinwei Wang, Hongying Cao, Qin Peng, Yunshe Dong, Yunchun Qi, Jian Liu, Ning Lv, Feihu Yin, Xiujin Yuan, Mei Zeng

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Spatio-temporal analysis of urban expansion and land use dynamics using google earth engine and predictive models by Ang Zhang, Aqil Tariq, Abdul Quddoos, Iram Naz, Rana Waqar Aslam, Elgar Barboza, Sajid Ullah, M. Abdullah-Al-Wadud

“…The Google Earth Engine cloud-based platform facilitated the classification of Landsat 5 ETM (1990, 2000, and 2010) and Landsat 8 OLI (2020) images using the Random Forest model. A simulation model integrating Cellular Automata and an Artificial Neural Network Multilayer Perceptron in the MOLUSCE plugin of QGIS was employed to forecast urban growth to 2030. …”
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The machine learning algorithm based on decision tree optimization for pattern recognition in track and field sports. by Guomei Cui, Chuanjun Wang

“…However, the training data of this model comes from the simulation environment, which may deviate from the real game data. …”
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Vortex-Induced Vibration Performance Prediction of Double-Deck Steel Truss Bridge Based on Improved Machine Learning Algorithm by Yang Yang, Huiwen Hou, Gang Yao, Bo Wu

“…The prediction model is more efficient in terms of computational efficiency compared to the numerical simulation method.…”
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Land Use Change in the Russian Far East and Its Driving Factors by Cong Wang, Xiaohan Zhang, Liwei Liu

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Multiple Regression-Based Dynamic Amplification Factor Investigation of Monorail Tourism Transit Systems by Hong Zhang, Changxing Wu, Wenlong Liu, Shiqi Wei, Yonggang Wang

“…Secondly, combined with the joint simulation model, the dynamic influence mechanism of multifactor coupling on the DAFs was revealed. …”
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Urban-rural inequality in soil heavy metal health risks: Insights from Baoding, China by Lingzhi Luo, Liang Wang, You Li, Hongying Cao, Yanling Guo, Xiaoyong Liao

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Assessment of Water-Related Ecosystem Services and Beneficiaries in the Hainan Tropical Rainforest National Park by Jeffrey Chiwuikem Chiaka, Qing Yang, Yanwei Zhao, Feni Agostinho, Cecília M. V. B. Almeida, Biagio F. Giannetti, Hui Li, Mingwan Wu, Gengyuan Liu

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