Predicting forest above-ground biomass using SAR imagery and GEDI data through machine learning in GEE cloud by Chiranjit Singha, Kishore Chandra Swain, Satiprasad Sahoo, Ayad M. Fadhil Al-Quraishi, Joseph Omeiza Alao, Hussein Almohamad, Mohamed Fatahalla Mohamed Ahmed, Hazem Ghassan Abdo

“…The Random forest-based Boruta method was used to examine the importance of multiple factors contributing to the prediction’s accuracy. …”
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Evaluation of MODIS and VIIRS BRDF Parameter Differences and Their Impacts on the Derived Indices by Chenxia Wang, Ziti Jiao, Yaowei Feng, Jing Guo, Zhilong Li, Ge Gao, Zheyou Tan, Fangwen Yang, Sizhe Chen, Xin Dong

“…Then, we analyzed the sensitivity of the BRDF parameters to variations in Normalized Difference Hotspot–Darkspot (NDHD) and examined the spatiotemporal distribution of zero-valued pixels in the BRDF parameter products generated by the constraint method in the Ross–Li model from both sensors, assessing their potential impact on NDHD derivation. …”
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Accuracy and applicability assessment of vegetation types of the land cover products produced in China by Caixia Li, Lingting Lei, Xiang Jia, Xiaoyan Xiong, Xiaoli Zhang

“…This study provides a reasonable basis for Chinese users to make appropriate selections of land cover products or to integrate different products according to application scenarios.…”
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Surface water quality evaluation, apportionment of pollution sources and aptness testing for drinking using water quality indices and multivariate modelling in Baitarani River basi... by Abhijeet Das

“…Spanning a spectrum, the values of Integrated Weight (I)-WQI oscillated between 14 and 97. …”
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The European summer heatwave of 2019 – a regional storyline perspective by T. Klimiuk, P. Ludwig, A. Sanchez-Benitez, H. F. Goessling, P. Braesicke, P. Braesicke, J. G. Pinto

“…Along with its scientific value, our method provides ways to facilitate the communication of regional climate change information to users.…”
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Design and Evaluation of Real-Time Data Storage and Signal Processing in a Long-Range Distributed Acoustic Sensing (DAS) Using Cloud-Based Services by Abdusomad Nur, Yonas Muanenda

“…In addition, the scalability of the DynamoDB-based data storage scheme is evaluated for linear and nonlinear variations of number of batches of access and a wide range of data sample sizes corresponding to sensing ranges of 1–110 km. …”
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Characterizing tumor nicroenvironment features and identifying potential therapeutic targets in patients with diabetes mellitus and pancreatic cancer based on single-cell transcrip... by PENG Han, PAN Yuwei, WANG Xuesong

“…Objective‍　‍To investigate the changes in the tumor microenvironment of pancreatic cancer (PDAC) complicated with diabetes mellitus (DM) in a mouse model of hyperglycemia and orthotopic pancreatic cancer by analyzing transcriptome and single-cell transcriptome data in order to identify potential therapeutic targets. Method‍　‍By integrating single-cell transcriptome and bulk transcriptome data, bioinformatics analysis was conducted to compare the characteristics of tumor cells and tumor immune microenvironment between PDAC patients with DM (DM group) and those without DM (non-DM group). …”
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Hazard Assessment of Extreme Compound Flood Hazards in Coastal Cities under Climate Change: A Case Study of Haikou City by Liu Qing, Wu Guofeng, Yao Qian, Xu Hanqing, Niu Yiying, Wei Xuchen, Wang Jun, Li Mengya

“…Although numerous studies have focused on individual flood drivers, integrated analyses of the spatiotemporal variations and compound effects remain limited. …”
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Eddy-covariance fluxes of CO₂, CH₄ and N₂O in a drained peatland forest after clear-cutting by O.-P. Tikkasalo, O. Peltola, P. Alekseychik, J. Heikkinen, S. Launiainen, A. Lehtonen, Q. Li, E. Martínez-García, M. Peltoniemi, P. Salovaara, V. Tuominen, R. Mäkipää

“…Our findings highlight the need to integrate surface-type-specific flux modelling, EC-based data and chamber-based flux measurements to comprehend the GHG emissions following clear-cutting and regeneration. …”
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Thermal comfort and energy related occupancy behavior in Dutch residential dwellings by Anastasios Ioannou

“…Concerning the PMV model the analysis showed that while the neutral temperatures are well predicted by the PMV method, the cold and warm sensations are not. It appears that tenants reported (on a statistically significant way) comfortable sensations while the PMV method does not predict such comfort. …”
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