Evapotranspiration-Based Irrigation for Agriculture: Sources of Evapotranspiration Data for Irrigation Scheduling in Florida by Isaya Kisekka, Kati Migliaccio, Michael D. Dukes, Bruce Schaffer, Jonathan H. Crane, Kelly Morgan

“…Crane, and Kelly Morgan, lists some of the public sources of ETo data for irrigation scheduling in Florida. …”
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Nonidentifiability of the source of intrinsic noise in gene expression from single-burst data. by Piers J Ingram, Michael P H Stumpf, Jaroslav Stark

“…It is thus impossible to identify different sources of fluctuations purely from protein burst size data or to use such data to estimate all of the model parameters. …”
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Comparing and integrating human mobility data sources for measles transmission modeling in Zambia. by Natalya Kostandova, Christine Prosperi, Simon Mutembo, Chola Nakazwe, Harriet Namukoko, Bertha Nachinga, Shengjie Lai, Andrew J Tatem, Qianwen Duan, Elliot N Kabalo, Kabondo Makungo, Gershom Chongwe, Innocent Chilumba, Gloria Musukwa, Kalumbu H Matakala, Mutinta Hamahuwa, Webster Mufwambi, Japhet Matoba, Irene Mutale, Kenny Situtu, Edgar Simulundu, Phillimon Ndubani, Alvira Z Hasan, Shaun A Truelove, Amy K Winter, Andrea C Carcelen, Bryan Lau, William J Moss, Amy Wesolowski

“…Increasingly, multiple data sources are available to describe individual and population mobility in a single location; however, there are no methods to systematically integrate these data. …”
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Analysis of data on levels of public exposure to natural sources of radiation in the Ivanovo region by T. A. Kormanovskaya, O. A. Daricheva, P. A. Kolesnik, D. V. Kononenko

“…does  not  exceed  the  level  of  5  mSv/year),  in  some  years  of  the  period  under  review  the  average  dose repeatedly exceeded this level, reaching 7.50 mSv/year. …”
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Global map of characterized dust sources using multisource remote sensing data by Ali Darvishi Boloorani, Masoud Soleimani, Ramin Papi, Nastaran Nasiri, Fatemeh Amiri, Najmeh Neysani Samany, Kan Huang, Iraj Gholami, Ali Al-Hemoud

“…Regions with AAI values greater than 0.25 were identified as potential dust sources through histogram analysis validated by ground truth data. …”
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Contamination Survey of Insect Genomic and Transcriptomic Data by Jiali Zhou, Xinrui Zhang, Yujie Wang, Haoxian Liang, Yuhao Yang, Xiaolei Huang, Jun Deng

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Cross-modal Aggregation Algorithm for Multi Source HeterogeneousData of Power Distribution Terminal by CHEN Na, LIU Haijiao, LI Jinsong, DENG Qingfei, TIAN Xinze, ZHANG Tengfei

“…Through the cross-modality of multi-source heterogeneous data in the adaptive distribution embedding stage, the problem of under fitting and inequality between source domain and target domain can be solved. …”
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Morphometric analysis of watersheds: A comprehensive review of data sources, quality, and geospatial techniques by Padala Raja Shekar, Aneesh Mathew

“…Moreover, verifying the first and second Horton's laws and assessing the correlations between morphometric parameters have been lacking in some articles. The main objective of this review article is to address these gaps by providing an in-depth study of each parameter's categorization, including the range of values, the level of input data quality, the data products generated, and the applicability of the fundamental Horton's laws. …”
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Open Source Deep Learning Solutions for the Classification of MMS Urban 3D Data by M. La Guardia, A. Masiero, A. Masiero, V. Bonora, A. Alessandrini

“…Recent efforts on geospatial data processing showed a good potential for machine learning, particularly deep learning, tools in the automatic semantic interpretation of a 3D scene. …”
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On Fitting Renewable Energy Sources Data: Using a New Trigonometric Statistical Model by Mahmoud M Elsehetry, Ahmed W Shawki, Mohamed G Khalil, Tamer S Helal

“…Additionally, the adaptability of the provided model was examined using a dataset of renewable energy sources, demonstrating that, in comparison to some other competing models that contain two, three and four parameters, the suggested model could potentially utilize to fit these data. …”
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DETERMINING THE PARAMETERS OF EARTHQUAKE SOURCES IN SOUTH AMERICA FROM MACROSEISMIC INTENSITY DATA (CERESIS DATABASE) by Gómez Capera Augusto A., Leschiutta Ilaria

“…Applying the Boxer algorithm we have used intensity data points available from the CERESIS database (earthquakes with I0 ≥ 8MM) to obtain a preliminary idea of the possible sources of some historical earthquakes of the South-American region. …”
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Protecting Data Source Location Privacy in Wireless Sensor Networks against a Global Eavesdropper by Rong-hua Hu, Xiao-mei Dong, Da-ling Wang

“…Data source location privacy (DSLP) is of great importance for some asset monitoring applications in wireless sensor networks (WSNs). …”
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RECONSTRUCTING PAST TEMPERATURE VARIATIONS: SOME METHODOLOGICAL ASPECTS by Dmitry Sonechkin, Bao Yang

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Some chronologically disputable facts in the biography of Bekir Choban-zade by Ismail Kerimov

“…Well-known Crimean Tatar writer and a turchology scholar, professor Bekir Choban-zade`s (1893–1937) scientific biograpy being developed like monograph, to a great misfortune, because of a lack of very rare Crimean Tatar arabographic sources, such as newspaper “Vetan Hadimi” (1906-1908), magazines “Eshil Ada”(1920) and “Bilgi” (1921), some facts and datas connected with the time of his entering the primary school, period of study in Karasubazar Rushdie school and in Turkish “Sultanie” Lyceum are given incorrectly in works of previous researchers.In this article are introduced exact facts which were confirmed by notes and letters of B. …”
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Morbidities and perceived health status among elderly in Eastern India: some observations from NSSO data by Amit Kumar Sahoo, Susanta Nag, Kirtti Ranjan Paltasingh, Kedarsen Sahoo

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Accuracy Evaluation of Multi-Source Precipitation Data in Mountain Flood Simulation in Guoning Village， Xiahe County by Wubin HUANG, Jing FU, Runxia GUO, Junxia ZHANG, Yu LEI

“…From 22:00 on September 6， 2023 to 04:00 （Beijing Time） on September 7， Xiahe County in Gansu Province experienced severe convective weather， with short-term heavy rainfall in some areas， causing flash floods in Guoning Village， Xiahe County， resulting in casualties.In this study， the characteristics of Radar Quantitative Precipitation Estimation （Radar-QPE）， FengYun 4B Quantitative Precipitation Estimation （FY4B-QPE）， and CMA Multi-source Precipitation Analysis （CMPA） precipitation products were contrastive analyzed based on meteorological station observations.These precipitation data were used to drive the hydrodynamic hydrological model and evaluate the effect of different precipitation data in the flash flood simulation.The results showed that： （1） Among the 12-hour cumulative precipitation amounts， CMPA demonstrated higher accuracy in terms of the position of large value areas and differences in local precipitation levels； Radar-QPE was closer to AWS （Automatic Weather Station） in terms of cumulative precipitation level but showed significant differences in spatial distribution； FY4B-QPE overestimated the cumulative precipitation level by 33.8%.（2） In terms of hourly distribution， CMPA was most similar to AWS in terms of temporal evolution， spatial distribution， and precipitation level； Radar-QPE's peak values were smaller， and the peak times were lagged， with negative deviations in precipitation being dominant； FY4B-QPE's peak values and peak times were consistent with reality， but there were deviations in the start and end times of precipitation， with positive deviations in precipitation being dominant.（3） In the hydrological simulation study， CMPA， Radar-QPE， and FY4B-QPE all overestimated water levels， but the timing of water level peaks was more consistent with AWS.CMPA performed best in terms of RMSE （Root Mean Square Error）， NSE （Nash Efficiency Coefficient）， and Bias （Relative Deviation）， followed by Radar-QPE， and FY4B-QPE performed relatively poorly.Although existing site-observed precipitation cannot fully meet the needs of research and early warning for small and medium scale mountain floods， the high precision of CMPA data could effectively supplement the deficiencies of traditional meteorological observation stations to some extent.Meanwhile， the algorithms and accuracy of Radar-QPE and FY4B-QPE needed to be further improved and enhanced.…”
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Repository of SPSTL SB RAS Research Data by T. A. Kalyuzhnaya, M. A. Pleshakova

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Municipal secondary-treated effluent data seem to be a suitable source of information for human viral trends by Elsa T. Rodrigues, Joana M. Oliveira, Anália Carmo, Miguel A. Pardal, Ana M. Matos

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Image Classification of Imbalanced Wood Microscope by Integrating Multi-source Features by Zhikang Tian, Na Zhang, Jiwei Wang, Liwei Sha, Hongping Liu, Li Zou

“…The proposed method reduces misclassification and addresses the imbalance problem in wood data. Besides, the method is validated on the microscopic cross-sectional images of 75 broad-leaved wood species, with an accuracy of 94.0%, indicating its potential for application in the classification of imbalanced wood data. …”
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Bone Wares, Objects from Undetermined Materials and other Sources from the Uvek Site According to Archival Data by Nedashkovsky Leonard F.

“…However, the Book of record of items of the Saratov Research Archival Commission museum, the Commission’s archives (their main part is now kept in the collections of the State Archive of the Saratov region) and some published works have preserved small data on the finds discovered. …”
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