Carcinogenic and non-carcinogenic risk estimation of indoor TVOCs, RSPM, FPM and SFPM on young women dwellers: a case study from the capital city of Uttar Pradesh, India by Farheen Zehra, Samridhi Dwivedi, Mohd Akbar Ali, P. S. Rajinikanth, Alfred Lawrence

“…To elucidate the spatial dynamics of these pollutants, the Inverse Distance Weighting (IDW) interpolation technique was employed. Additionally, site-specific analysis of PM mass ratios (PM2.5/PM10, PM1/PM2.5 and PM1/PM10) elucidated the particle size distribution and their sources, significantly enhancing the scientific understanding of aerosol dynamics in these urban settings.…”
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The Influences of Microwave Irradiation and Heat Treatment on the Dynamic Tensile Response of Granite by Shu Wang, Lei Bao, Pujing Yao, Jingxuan Xi, Ting Zhang, Yueqing Guo, Xinshuang Wu, Yitong Sun

“…Both were significantly correlated with the loading rate, with the dynamic tensile strength demonstrating an average decrease of approximately 25% when the loading rate was increased. Interpolation and fitting analyses were employed to investigate the effects of microwave radiation duration, heat treatment temperature, and loading rate on the dynamic tensile strength of FG samples. …”
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Dıscrete-tıme dynamıc water qualıty ındex model ın coastal water by H. Hapoğlu, Ş. Camcıoğlu, B. Özyurt, P. Yildirim, L. Balas

“…The input data are interpolated to estimate daily based inputs by using the developed model in the Simulink-MATLAB environment. …”
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A Quantitative Particle-Based Approach for the Geometallurgical Assessment of Tailings Deposits by Rosie Blannin, Max Frenzel, Raimon Tolosana-Delgado, Kai Bachmann, Alexandra Gomez Escobar, Lucas Pereira, Jens Gutzmer

“…Finally, a bulk sulphide flotation process was simulated and acid mine drainage potential estimated using the interpolated particle data. Around 58% of the sulphide minerals present could be recoverable by flotation, with the recoverable sulphide portion decreasing towards the centre of the TSF due to the fine-grained nature of the sulphide minerals. …”
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The Groundwater Geochemistry and the Human Health Risk Assessment of Drinking Water in an Area with a High Prevalence of Chronic Kidney Disease of Unknown Etiology (CKDu), Sri Lank... by W. S. M. Botheju, J. A. Liyanage, S. D. P. Kannangara

“…Results of the inverse distance weighted (IDW) interpolation tool indicated the nephrotoxic heavy metals contents including Cd, Pb, As, and Cr in CKDu hotspot were changed in the ranges of 9.78–187.25 μg/L, 0.08–0.66 μg/L, 20.76–103.30 μg/L, and 0.03–0.34 μg/L. …”
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Depth dependence of soil organic carbon additional storage capacity in different soil types by the 2050 target for carbon neutrality by C. Chirol, C. Chirol, G. Séré, P.-O. Redon, C. Chenu, D. Derrien, D. Derrien

“…Continuous profiles of SOC stocks were interpolated for each soil type and land use (cropland, grassland, or forest). …”
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Neural network based classification of rock properties and seismic vulnerability by U. Muksin, E. Riana, A. Rudiyanto, K. Bauer, A.V.H. Simanjuntak, M. Weber

“…From the two methods, the values of the average shear wave velocity for the upper 30 meters, peak amplitudes and the dominant frequency between the measurement points were obtained from the interpolation of those geophysical data. Neural network was then applied to adaptively cluster and map the geophysical parameters. …”
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The Accuracy and Precision of the Continuously Stored Data from Flash Glucose Monitoring System in Type 2 Diabetes Patients during Standard Meal Tolerance Test by Rengna Yan, Huiqin Li, Xiaocen Kong, Xiaofang Zhai, Maoyuan Chen, Yixuan Sun, Lei Ye, Xiaofei Su, Jianhua Ma

“…The corresponding sensor glucose values were obtained from interpolating continuously stored data points. Assessment of accuracy was according to recent consensus recommendations with median absolute relative difference (MARD) and Clarke and Parkes error grid analysis (CEG and PEG). …”
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Agricultural GDP exposure to drought and its machine learning-based prediction in the Jialing River Basin, China by Xinzhi Wang, Qingxia Lin, Zhiyong Wu, Yuliang Zhang, Changwen Li, Ji Liu, Shinan Zhang, Songyu Li

“…Additionally, cropland exposure to drought was evaluated using gridded agricultural GDP data derived from pixel interpolation. Finally, four machine learning methods (Bayesian, BiGRU, CLA, and MLP) were employed to predict hydrometeorological variables from 2021 to 2030, and the agricultural economic exposures to drought under five shared socioeconomic pathways (SSPs) were also predicted. …”
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Joint effects of temperature and humidity with PM2.5 on COPD by Huan Minh Tran, Feng-Jen Tsai, Yuan-Hung Wang, Kang-Yun Lee, Jer-Hwa Chang, Chi-Li Chung, Chien-Hua Tseng, Chien-Ling Su, Yuan-Chien Lin, Tzu-Tao Chen, Kuan-Yuan Chen, Shu-Chuan Ho, Feng-Ming Yang, Sheng-Ming Wu, Kian Fan Chung, Kin-Fai Ho, Kai-Jen Chuang, Hsiao-Chi Chuang

“…The radial basis function interpolation was utilized to estimate participants' individual mean and differences in PM2.5, temperature, and RH in 1-day, 7-day, and 1-month periods. …”
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Assessment of rainfed wheat productivity in a changing climate in Irbid, Jordan using statistical downscaling and Random Forest Regression prediction under RCP4.5 & 8.5 pathway... by Tasnim Dheif Allah Althalaj, Fayha Muhammed Al-Shibli, Amani Abdullah Alassaf

“…The projections were biased and corrected by the dynamic bilinear interpolation method and Delta, EQM, and QM statistical downscaling to enhance the projections' reliability and performance in capturing the region's climate. …”
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Soil classification in a seismically active environment based on join analysis of seismic parameters by Y. Asnawi, A.V.H. Simanjuntak, U. Muksin, M. Okubo, S.I. Putri, S. Rizal, M. Syukri

“…The maps of velocity structure and HVSR parameters were generated from the interpolation of those seismic parameters.FINDING: Based on the variation of the four geophysical parameters: shear wave velocity, seismic amplification, dominant frequency, and seismic vulnerability, the study area can be clustered into five different groups: I) Banda Aceh, II) Jantho, III) Krueng Raya, IV) Lhoknga-Lhoong, and V) Seulawah, which classify the different types of rocks. …”
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Designing host-associated microbiomes using the consumer/resource model by Germán Plata, Karthik Srinivasan, Madan Krishnamurthy, Lukas Herron, Purushottam Dixit

“…Importantly, generative models have been used to extrapolate and interpolate to unobserved regimes of data to design biological systems with desired properties. …”
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A lightweight wheat ear counting model in UAV images based on improved YOLOv8 by Ruofan Li, Xiaohua Sun, Kun Yang, Zhenxue He, Zhenxue He, Xinxin Wang, Xinxin Wang, Chao Wang, Chao Wang, Bin Wang, Fushun Wang, Fushun Wang, Hongquan Liu, Hongquan Liu

“…Additionally, a lightweight dynamic upsampler, Dynamic Sample (DySample), is introduced to decrease computational complexity of the upsampling process by dynamically adjusting interpolation positions. Finally, the lightweight module Spatial Context-Aware Module (SCAM) is utilized to accurately map the connection between small targets and global features, enhancing the discrimination of small targets from the background. …”
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Comparison of CT-like MRI sequences for preoperative planning of cochlear implantation using super-high-resolution CT as a reference by Ulysse Puel, Achille Beysang, Gabriella Hossu, Michael Eliezer, Bouchra Assabah, Khalid Ambarki, Pedro Augusto Gondim Teixeira, Alain Blum, Cécile Parietti-Winkler, Romain Gillet

“…Methods Six cadaveric temporal bone specimens were used. 3-T MRI scans were performed using radial volumetric interpolated breath-hold (STARVIBE), pointwise-encoding time reduction with radial acquisition (PETRA), and ultrashort time of echo (UTE) sequences. …”
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Form factors of $$\varLambda _b^0 \rightarrow \varLambda _c(2595)^+$$ Λ b 0 → Λ c ( 2595 ) + within light-cone QCD sum rules by Hui-Hui Duan, Yong-Lu Liu, Qin Chang, Ming-Qiu Huang

“…Furthermore, by combining these form factors with the helicity amplitudes of the bottom baryon transition matrix elements, we calculated the differential decay widths for the processes $$\varLambda _b^0 \rightarrow \varLambda _c(2595)^+\ell ^-\bar{\nu }_\ell $$ Λ b 0 → Λ c ( 2595 ) + ℓ - ν ¯ ℓ and provided the optimal choice of the interpolating current for $$\varLambda _c$$ Λ c in this process. …”
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An Areal Assessment of Subseafloor Carbon Cycling in Cold Seeps and Hydrate-Bearing Areas in the Northern South China Sea by Yanping Zhang, Min Luo, Yu Hu, Hongbin Wang, Duofu Chen

“…Both the arithmetical mean and interpolation mean of the biogeochemical processes were calculated in each area. …”
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Geographic variation in modern contraceptive utilization among women of reproductive age in Mozambique: a multilevel analysis by Habtu Kifle Negash, Destaye Tirite Gelaw, Mihret Getnet, Hiwot Tezera Endale, Tseganesh Asefa, Fethiya Seid Hasen, Yihun Tefera Ayenew, Nebebe Demis Baykemagn, Trualem Zeleke Yehuala, Winta Tesfaye

“…Data analysis was conducted using Stata 17 and ArcGIS 10.7, employing multilevel logistic regression and spatial techniques (Global Moran’s I, Getis-Ord Gi*, interpolation, and SaTScan) to identify patterns and geographic clusters of contraceptive use. …”
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Introducing the SMAP L4 Products and Investigating the Spatio-Temporal Variability of Soil Moisture in Iran by Ebrahim Asadi Oskouei, Leila Godarzy, Jalil Helali

“…It should be noted that SMAP Level-4 soil moisture data were used with a temporal resolution of 3 hour and a spatial resolution of 9 km which are available as the result of spatial and temporal interpolation of large-scale data (40 km). Results: Based on the findings of this study, 6 -year average of surface soil moisture (depth < 5 cm) indicates that surface soil moisture in the country ranged from 0.005 to 0.538 m3m-3 and the average surface moisture of the country was 0.137 m3m-3 during the mentioned period. …”
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GIS-based modeling and analytical approaches for groundwater quality suitability for different purposes in the Egyptian Nile Valley, a case study in Wadi Qena by Hanaa A. Megahed, Abd El-Hay A. Farrag, Amira A. Mohamed, Mahmoud H. Darwish, Mohamed A. E. AbdelRahman, Heba El-Bagoury, Paola D’Antonio, Antonio Scopa, Mansour A. A. Saad

“…Maps of chemical variables are created using statistical tools by combining observations with interpolation models that can incorporate simple process relations. …”
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