Plot‐level satellite imagery can substitute for UAVs in assessing maize phenotypes across multistate field trials by Nikee Shrestha, Anirudha Powadi, Jensina Davis, Timilehin T. Ayanlade, Huyu Liu, Michael C. Tross, Ramesh K. Mathivanan, Jordan Bares, Lina Lopez‐Corona, Jonathan Turkus, Lisa Coffey, Talukder Zaki Jubery, Yufeng Ge, Soumik Sarkar, James C. Schnable, Baskar Ganapathysubramanian, Patrick S. Schnable

“…Here, we generated, described, and evaluated over 20,000 plot‐level images of over 80 hybrid maize varieties grown across the US corn belt under various management practices collected from (near simultaneous) satellite and drone (synonym UAVs, UASs) flights integrated with ground truth yield measurement. …”
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Study on external consistency of health management information system data at district level across India by Nandhakumar Nachimuthu, R Uma Maheswari, Damodaran Vasudevan

“…Objective: To assess the level of external consistency of HMIS data compared with National Family Health Survey-5 (NFHS-5) data at district level across India. Methods: We used secondary data on health service delivery indicators across districts at meso-level collected from HMIS and NFHS-5 website. …”
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Ecological influences on regeneration dynamics in the sundarbans, Bangladesh: Exploring biotic and abiotic factors across time and space by MD. Najmus Sayadat Pitol, Mominul Islam Nahid, MD. Akramul Islam, SK. MD. Mehedi Hasan, Sheikh Mohammed Rabiul Alam

“…This study assessed the impacts of biotic and abiotic factors on regeneration dynamics, examining spatial variations across salinity zones and temporal changes (2010–2020) using data from 30 permanent sample plots (PSPs) established by the Mangrove Silviculture Division, Bangladesh Forest Research Institute. …”
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Plotting the major proteins of borealpox virus by Sunil Thomas

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Plot-Rice v1.0: A global plot-based rice benchmark dataset with spatiotemporal heterogeneity for scientific deep learning by Ji Ge, Hong Zhang, Wenjiang Huang, Zihuan Guo, Lu Xu, Yazhe Xie, Mingyang Song, Yinhaibin Ding, Chao Wang

“…To address these deficiencies, this paper introduces Plot-Rice v1.0, a global heterogeneous rice benchmark dataset based on Sentinel-1 and Sentinel-2 images, along with an automated framework that integrates SAR temporal features and leverages the foundation image segmentation model SAM-2 to generate plot-level rice samples. …”
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Efficient detection and counting method for maize seedling plots by Feiyun Wang, Hanlu Jiang, Jincan Wu, Fupeng Li, Bo Zhao, Wenhua Mao, Chengxu Lv, Liming Zhou, Qingzhong Xu

“…Upon deploying SEA-YOLOv5 on the Jetson Orin NX and conducting seedling detection and counting trials across eight plots, the model achieved a miss rate of just 0.63 % and a frame rate of 74.6 FPS. …”
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Study on Organo-Silica-Derived Membranes Using a Robeson-like Plot by Lucas Bünger, Tim van Gestel, Tim Kurtz, Krassimir Garbev, Peter Stemmermann, Wilhelm A. Meulenberg, Olivier Guillon, Dieter Stapf

“…Therefore, we present these membranes in a Robeson-like plot across various temperatures. Utilizing a standard 1,2-bis(triethoxysilyl)-ethane (BTESE) precursor and a simplified sol–gel method, we prepared a microporous membrane layer and characterized it for an exemplary comparison. …”
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Combining UAV Multispectral Imaging and PROSAIL Model to Estimate LAI of Potato at Plot Scale by Shuang Li, Yongxin Lin, Ping Zhu, Liping Jin, Chunsong Bian, Jiangang Liu

“…Thus, the hybrid approach provides a feasible and efficient strategy for estimating the LAI of potato varieties across different growth stages at the plot scale.…”
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Dynamic response of soil water to rainfall for different runoff plots on a karst hillslope by Lei Chen, Keli Zhang, Guopeng Wang

“…Notably, rainfall events exceeding 40.8 mm induced soil water dynamic responses throughout the entire 0–100 cm soil profile, and this phenomenon has important regional significance. In runoff plots, the temporal and spatial variations of soil water content across soil profiles are significantly affected by rainfall characteristics and land uses. …”
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Plot-Motivational Parallels in Heroic Epics of Yakuts, Karachays, and Balkars: Trials of Epic Hero by S. S. Makarov

“…The textual analysis concludes that there is a remarkable similarity in the concept of the epic hero across these traditions, alongside a rich variety of plots and motifs that likely trace back to a common source in Central Asia.…”
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Population dynamics of an experimental plot of biodiversity and ecosystem functioning in the Pingshuo open-pit mine by Hong Ren

“…This study evaluates the decadal population dynamics of vegetation restoration in a 2.8 hm² biodiversity-ecosystem functioning plot within Pingshuo open-pit mine’s reclamation area, comparing 2013 and 2023 survey data. …”
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Evaluation of Mean Performance and Stability of Lentil Genotypes According to Combination of Additive Main Effects and Multiplicative Interaction, and Best Linear Unbiased Predicti... by Payam Pezeshkpour, Bita Naseri, Reza Amiri, Amir Mirzaei, Seyedeh Soudabeh Shobeiri, Iraj Karami

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Fusion of Recurrence Plots and Gramian Angular Fields with Bayesian Optimization for Enhanced Time-Series Classification by Maria Mariani, Prince Appiah, Osei Tweneboah

“…Time-series classification remains a critical task across various domains, demanding models that effectively capture both local recurrence structures and global temporal dependencies. …”
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Using Structural Class Pairing to Address the Spatial Mismatch Between GEDI Measurements and NFI Plots by Nikola Besic, Sylvie Durrieu, Anouk Schleich, Cedric Vega

“…The method is conceived and validated using the data acquired across the mountainous area of <inline-formula><tex-math notation="LaTeX">$\sim $</tex-math></inline-formula>500&#x2009;kha, covered by &gt;500 NFI plots. …”
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Plot-scale peanut yield estimation using a phenotyping robot and transformer-based image analysis by Zhengkun Li, Rui Xu, Nino Brown, Barry L. Tillman, Changying Li

“…To improve efficiency and throughput for accelerating genetic improvement, we proposed an automated robotic imaging system to predict peanut yields in the field after digging and inversion of plots. A workflow was developed to estimate yield accurately across different genotypes by counting the pods from stitched plot-scale images. …”
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A Virtual Escape Room Plot to Enhance Undergraduate Dental Students’ Skills in Radiographic Differential Diagnosis by Fatma Fayez Badr, Hanadi M. Khalifa

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MorphoCellSorter is an Andrews plot-based sorting approach to rank microglia according to their morphological features by Sarah Benkeder, Son-Michel Dinh, Paul Marchal, Priscille De Gea, Muriel Thoby-Brisson, Violaine Hubert, Ines Hristovska, Gabriel Pitollat, Kassandre Combet, Laura Cardoit, Bruno Pillot, Christelle Leon, Marlene Wiart, Serge Marthy, Jérôme Honnorat, Olivier Pascual, Jean-Christophe Comte

“…Finally, MorphoCellSorter offers a versatile, easy, and ready-to-use method to evaluate microglial morphological diversity that could easily be generalized to standardize practices across laboratories.…”
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The Frequency, Magnitude, and Spatial Distribution of Heart Rot in Dominant Temperate Tree Species in a Forest Dynamics Plot by Hunter Gonzalez, Ally O'Neill, Michael Parent, Debit Datta, Nathan G. Swenson

“…Heart rot has been predicted to form hotspots in the forest due to crown or bole damage and/or soil moisture gradients and is expected to vary across species due to life‐history differences. To address this knowledge gap, we quantified the incidence, magnitude, and spatial distribution of heart rot in 328 individual trees with diameters greater than or equal to 10 cm across the six most dominant tree species in a mixed broadleaf temperate forest dynamics plot. …”
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Resurrecting Brinley Plots for a Novel Use: Meta-Analyses of Functional Brain Imaging Data in Older Adults by Ann M. Peiffer, Joseph A. Maldjian, Paul J. Laurienti

“…By plotting response times of young and older adults across a variety of tasks, Brinley spurred investigation and debate into the theory of general cognitive slowing. …”
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Land Tenure Security and Sustainable Land Investment: Evidence from National Plot-Level Data in Rural China by Xiaolong Sun, Jinmin Wang, Fangping Rao

“…Drawing on the triple land tenure security framework, this paper examines the impact of the de jure and the de facto land tenure security on farming households’ decisions about using organic fertilizer on their plots in China, based on a national survey dataset covering 2308 plots matched with 962 farming households across 8 provinces in China (Shangdong, Shangxi, Jilin, Zhejiang, Henan, Gansu, Hunan, and Sichuan) from January to July 2013. …”
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