cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Sonnenfleckenzeichnung Nr. 13494.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 07.11.1936, erstellt von William Otto Brunner
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der Eidgenössischen Sternwarte Zürich, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: Kern-Merz-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen. Für die numerischen Werte, die am 16-cm-Refraktor für die Koordinatenbestimmung etc. entstanden, sind die chronologisch gehaltenen, handschriftlichen Tabellenblätter (siehe eigener Teilbestand) für das vorliegende Jahr nicht überliefert. Unter Umständen ist jedoch ein Teil der früher tabellarisch notierten Werte, die für Protuberanzen mit rot geschrieben wurden, direkt auf der Fleckenzeichnung vermerkt
title: Wapato Headworks Rehabilitation
titleType: AlternativeTitle
title: Endangered Species Act Section 7(a)(2) Biological Opinion and Magnuson–Stevens Fishery Conservation and Management Act Essential Fish Habitat Consultation for the Wapato Headworks Rehabilitation Project, Yakima County, Washington.
Creators: name: United States. National Marine Fisheries Service. West Coast Region
Publisher: name: United States. National Marine Fisheries Service. West Coast Region
Year: 2022

description: WCRO-2022-00466
Sonnenfleckenzeichnung Nr. 13241.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 07.02.1936, erstellt von William Otto Brunner
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der Eidgenössischen Sternwarte Zürich, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: Kern-Merz-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen. Für die numerischen Werte, die am 16-cm-Refraktor für die Koordinatenbestimmung etc. entstanden, sind die chronologisch gehaltenen, handschriftlichen Tabellenblätter (siehe eigener Teilbestand) für das vorliegende Jahr nicht überliefert. Unter Umständen ist jedoch ein Teil der früher tabellarisch notierten Werte, die für Protuberanzen mit rot geschrieben wurden, direkt auf der Fleckenzeichnung vermerkt
U-Net Cyto WBC
Creators: name: Kapoor, Varun
Publisher: name: Zenodo
Year: 2022

description: U-Net model for cyto for vollseg setting
description: Computational support provided by Jean Zay dynamic access grant: AD011013396 Monetary Support by Grant#: 2021-240715(5022) from Chan Zuckerberg Innitiative and Silicon Valley community foundation.
Additional file 2 of Effect of annual hospital admissions of out-of-hospital cardiac arrest patients on prognosis following cardiac arrest
Creators: name: Tsuchida, Takumi
name: Ono, Kota
name: Maekawa, Kunihiko
name: Hayamizu, Mariko
name: Hayakawa, Mineji
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Biotechnology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Cancer
subject: 111714 Mental Health
subject: FOS: Health sciences
subject: 60506 Virology

description: Additional file 2: Supplemental Table 2. Characteristics of patients with OHCA who were transported to a critical-care medical center.
Sonnenfleckenzeichnung Nr. 13393.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 21.07.1936, erstellt als erste Tagesaufnahme von Max Waldmeier
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der Eidgenössischen Sternwarte Zürich, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: Kern-Merz-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen. Für die numerischen Werte, die am 16-cm-Refraktor für die Koordinatenbestimmung etc. entstanden, sind die chronologisch gehaltenen, handschriftlichen Tabellenblätter (siehe eigener Teilbestand) für das vorliegende Jahr nicht überliefert. Unter Umständen ist jedoch ein Teil der früher tabellarisch notierten Werte, die für Protuberanzen mit rot geschrieben wurden, direkt auf der Fleckenzeichnung vermerkt
title: Tribal 4(d) Rule Determination on Hoopa Valley Tribe TRMP
titleType: AlternativeTitle
title: Endangered Species Act (ESA) Section 7(a)(2) Biological Opinion and Magnuson–Stevens Fishery Conservation and Management Act Essential Fish Habitat Response Issuance of a Tribal 4(d) Rule Determination for a Tribal Resource Management Plan as submitted by the Hoopa Valley Tribe
Creators: name: United States. National Marine Fisheries Service. West Coast Region
Publisher: name: United States. National Marine Fisheries Service. West Coast Region
Year: 2022

description: WCRO-2020-03718
Sonnenfleckenzeichnung Nr. 13391.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 19.07.1936, erstellt von William Otto Brunner
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der Eidgenössischen Sternwarte Zürich, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: Kern-Merz-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen. Für die numerischen Werte, die am 16-cm-Refraktor für die Koordinatenbestimmung etc. entstanden, sind die chronologisch gehaltenen, handschriftlichen Tabellenblätter (siehe eigener Teilbestand) für das vorliegende Jahr nicht überliefert. Unter Umständen ist jedoch ein Teil der früher tabellarisch notierten Werte, die für Protuberanzen mit rot geschrieben wurden, direkt auf der Fleckenzeichnung vermerkt
Additional file 3 of Effect of annual hospital admissions of out-of-hospital cardiac arrest patients on prognosis following cardiac arrest
Creators: name: Tsuchida, Takumi
name: Ono, Kota
name: Maekawa, Kunihiko
name: Hayamizu, Mariko
name: Hayakawa, Mineji
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Biotechnology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Cancer
subject: 111714 Mental Health
subject: FOS: Health sciences
subject: 60506 Virology

description: Additional file 3: Supplemental Table 3. Characteristics of patients with OHCA transported to ECMO-capable hospitals.
title: Risk Reduction Sub-Group Models Model Evaluation Report
Creators: name: Huang, Maoyi
Publisher: name: United States. National Ocean Service. United States. National Weather Service. United States. National Oceanic and Atmospheric Administration. Office of Oceanic and Atmospheric Research
Year: 2022

description: NOAA technical memorandum NOS ; 33
NOAA technical memorandum NWS ; 01
NOAA Technical Memorandum OAR ; 01
Two-phase mixing in heterogeneous porous media
Creators: name: Skachkov, Sergey
name: Panfilov, Mikhail
name: Skachkov, Sergey
Publisher: name: XVI International Conference on Computational Methods in Water Resources
Year: 2006

description: For a two-phase immiscible flow through a heterogeneous porous medium a macroscale
model of first order is derived by a two-scale homogenization method while
capturing the effects of fluid mixing. The capillary pressure is taken in
consideration. An asymptotic two-scale homogenization method is applied which
derives homogenization equations as a two-scale limit of the system when the medium
heterogeneity tends to zero.
The obtained macroscale flow equation has revealed that the mixing is manifested in
the form of a nonlinear hydrodynamic dispersion and a transport velocity shift
("velocity renormalization"). The dispersion tensor is shown to be a nonlinear
function of saturation. In the case of flow without gravity and without capillarity
this function is proportional to the fractional flow derivative and depends on the
viscosity ratio. The capillary forces change the structure of the dispersion tensor
and the qualitative dependence on saturation.
The case of fractured medium is also considered in the form of a periodic
anisotropic network. In the case of asymptotically thin fractures the limit
solution to the cell problem is shown to become non-unique due to a physical effect
of stream configuration collapse in the nodes of fracture intersections. For a 2D
periodic network, all the probable stream configurations are determined. The
solution to the regularized problem and to the dispersion tensor is obtained in an
analytical form. The longitudinal dispersion is the linear function of
heterogeneity degree while the transverse dispersion is bounded. In the behaviour
of the dispersion tensor singular regimes are revealed which are characterized by
an infinite growth of dispersion. These regimes correspond to the trapping of a
phase.
U-Net model for Ascadian
Creators: name: Kapoor, Varun
Publisher: name: Zenodo
Year: 2022

description: U-Net model for vollseg setting of ascadian
description: Computational support provided by Jean Zay dynamic access grant: AD011013396 Monetary Support by Grant#: 2021-240715(5022) from Chan Zuckerberg Innitiative and Silicon Valley community foundation.
MODELLING AND DESIGN IN BIOVENTING
Creators: name: Notarnicola, Filippo
name: Notarnicola, Filippo
Publisher: name: XVI International Conference on Computational Methods in Water Resources
Year: 2006

description: Bioventing is a cleanup technology commonly used
for remediation of polluted unsaturated subsoil by
biodegradation.

The pollutant is considered as a nutrient, natural
bacteria destroy contaminants in an aerobic
situation and the needed oxygen is provided
by air injection and extraction wells.

The  mathematical models for a bioventing system
are based on the theory of multi-phase and multi-
component fluid transport in porous media;
reactive terms describe the biological decay
phenomenon and the bacteria concentration obeys
population dynamic laws.

The problems involved in designing a bioventing
system consist of determining the number, the
positioning and the pumping rates of the air
injection/extraction wells considering the
pollutant distribution and the subsoil
characteristics.
Sonnenfleckenzeichnung Nr. 13208.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 02.01.1936, erstellt von William Brunner, Assistent
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der Eidgenössischen Sternwarte Zürich, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: Kern-Merz-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen. Für die numerischen Werte, die am 16-cm-Refraktor für die Koordinatenbestimmung etc. entstanden, sind die chronologisch gehaltenen, handschriftlichen Tabellenblätter (siehe eigener Teilbestand) für das vorliegende Jahr nicht überliefert. Unter Umständen ist jedoch ein Teil der früher tabellarisch notierten Werte, die für Protuberanzen mit rot geschrieben wurden, direkt auf der Fleckenzeichnung vermerkt
Undrained lateral capacity of I-shaped concrete piles
Creators: name: Suraparb Keawsawasvong
name: Boonchai Ukritchon
Publisher: name: Research and Development Office, Prince of Songkla University
Year: 2017
Subjects: pile,I-pile,limit analysis,numerical analysis,lateral capacity

description: Songklanakarin Journal of Science and Technology (SJST), 39, 6
Sonnenfleckenzeichnung Nr. 13471.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 13.10.1936, erstellt von William Otto Brunner
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der Eidgenössischen Sternwarte Zürich, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: Kern-Merz-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen. Für die numerischen Werte, die am 16-cm-Refraktor für die Koordinatenbestimmung etc. entstanden, sind die chronologisch gehaltenen, handschriftlichen Tabellenblätter (siehe eigener Teilbestand) für das vorliegende Jahr nicht überliefert. Unter Umständen ist jedoch ein Teil der früher tabellarisch notierten Werte, die für Protuberanzen mit rot geschrieben wurden, direkt auf der Fleckenzeichnung vermerkt
Sonnenfleckenzeichnung, unnummeriert, der Nr. 13239 entsprechend eingeordnet.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 05.02.1936, erstellt von William Otto Brunner
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der Eidgenössischen Sternwarte Zürich, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: Kern-Merz-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen. Für die numerischen Werte, die am 16-cm-Refraktor für die Koordinatenbestimmung etc. entstanden, sind die chronologisch gehaltenen, handschriftlichen Tabellenblätter (siehe eigener Teilbestand) für das vorliegende Jahr nicht überliefert. Unter Umständen ist jedoch ein Teil der früher tabellarisch notierten Werte, die für Protuberanzen mit rot geschrieben wurden, direkt auf der Fleckenzeichnung vermerkt
WELL CATCHMENTS ESTIMATION IN HETEROGENEOUS AQUIFERS WITH A STRATIFIED MODEL
Creators: name: Salandin, Paolo
name: Savini, Filomena
name: Marconi, Gianluca
name: Marconi, Gianluca
Publisher: name: XVI International Conference on Computational Methods in Water Resources
Year: 2006

description: A new method is proposed to delimitate wellhead protection areas in a confined
aquifer where hydraulic conductivity is assumed as spatially random function. In a
natural formation the heterogeneity of porous media influences the capture zone
delimitation and considerable differences can result from the homogenous case. In
the last decade several approaches were proposed to solve the problem but they need
of a priori description of  statistical properties of aquifer that are usually
unknown or that requires a very expensive in situ investigation. To give a
probabilistic estimation of well catchments, we suggest here that a 3-D aquifer can
be described with a perfectly stratified model. Only three parameters are needed to
completely define the latter: the log-conductivity expected value and variance, and
the number of identical layers on the known depth of aquifers. While the log-
conductivity expected value can be derived from a standard pumping test, the
variance and the number of layers need of a multilevel tracer test to be defined. To
validate the proposed method, pumping and tracer tests were developed in a fully 3-D
synthetic aquifer and their results were adopted to define the parameters of the
stratified model. Several situations were investigated with different hydraulic log-
conductivity spatial structure. In all cases the well catchment and isochrones
deduced from the latter show a good agreement with corresponding areas that can be
recognized in the synthetic aquifer.
Comparative effects of coconut water and N-Acetyl cysteine on the hypothalamo-pituitary-gonadal axis of male rats
Creators: name: Olufadekemi Tolulope Kunle-Alabi
name: Opeyemi Oreofe Akindele
name: Odoh, Maximillian I.
name: Bright Onome Oghenetega
name: Yinusa Raji
Publisher: name: Research and Development Office, Prince of Songkla University
Year: 2017
Subjects: coconut water,cysteine,danazol,fertility

description: Songklanakarin Journal of Science and Technology (SJST), 39, 6
U-Net trained model for Lung dataset of Normal and Tuberculosis created by the National Library of Medicine in collaboration with the Department of Health and Human Services, Montgomery County, Maryland, USA.
Creators: name: Kapoor, Varun
Publisher: name: Zenodo
Year: 2022

description: We trained a U-Net model on the dataset of lung annotations provided by expert Radiologist. For obtaining the dataset we quote the publication: To use the trained model please download the U-Net model and vollseg-napari plugin from the napari hub to use the trained model on input images where the lungs are inside a 1024 by 1024 pixel size bounding box, for bigger lung images please downsample the image before applying the trained model. 1) Candemir S, Jaeger S, Musco J, Xue Z, Karargyris A, Antani SK, Thoma GR, Palaniappan K. Lung
 segmentation in chest radiographs using anatomical atlases with nonrigid registration. IEEE
 Trans Med Imaging. 2014 Feb;33(2):577-90. doi: 10.1109/TMI.2013.2290491. PMID: 24239990
 2) Jaeger S, Karargyris A, Candemir S, Folio L, Siegelman J, Callaghan FM, Xue Z, Palaniappan K,
 Singh RK, Antani SK. Automatic tuberculosis screening using chest radiographs. IEEE Trans Med
 Imaging. 2014 Feb;33(2):233-45. doi: 10.1109/TMI.2013.2284099. PMID: 24108713
description: Computational support provided by Jean Zay dynamic access grant: AD011013396 Monetary Support by Grant#: 2021-240715(5022) from Chan Zuckerberg Innitiative and Silicon Valley community foundation.
Sonnenfleckenzeichnung unnummeriert, einen Zürcher Lückentag ergänzend.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 04.12.1936, erstellt von James Peter Rowland am Stonyhurst Observatory in Lancashire
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung am Stonyhurst Observatory in Lancashire, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: unbekannt.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen
Evaluating Real-Time Probabilistic Forecasts With Application to National Basketball Association Outcome Prediction
Creators: name: Yeh, Chi-Kuang
name: Rice, Gregory
name: Dubin, Joel A.
Publisher: name: Taylor & Francis
Year: 2021
Subjects: subject: Medicine
subject: Neuroscience
subject: Sociology
subject: FOS: Sociology
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics

description: Motivated by the goal of evaluating real-time forecasts of home team win probabilities in the National Basketball Association, we develop new tools for measuring the quality of continuously updated probabilistic forecasts. This includes introducing calibration surface plots, and simple graphical summaries of them, to evaluate at a glance whether a given continuously updated probability forecasting method is well-calibrated, as well as developing statistical tests and graphical tools to evaluate the skill, or relative performance, of two competing continuously updated forecasting methods. These tools are demonstrated in an application to evaluate the continuously updated forecasts published by the United States-based multinational sports network ESPN on its principle webpage espn.com. This application lends statistical evidence that the forecasts published there are well-calibrated, and exhibit improved skill over several naïve models, but do not demonstrate significantly improved skill over simple logistic regression models based solely on a measurement of each teams’ relative strength, and the evolving score difference throughout the game.
Mathematical model to predict heat transfer in transient conditionof helical oscillating heat pipe
Creators: name: Siriwan, Narin
name: Teerapat Chompookham
name: Yulong Ding
name: Sampan Rittidech
Publisher: name: Research and Development Office, Prince of Songkla University
Year: 2017
Subjects: mathematical model,heat transfer,transient,helical oscillating heat pipe

description: Songklanakarin Journal of Science and Technology (SJST), 39, 6
Xenopus tissue segmentation model for 2D tissue segmentation using U-Net
Creators: name: Kapoor, Varun
Publisher: name: Zenodo
Year: 2022
Subjects: VollSeg, StarDist, UNET, Segmentation, Membrane Labelled, Deep Learning, CZI, Kapoorlabs

description: The dataset was image in the university of copenhagen in the group of Jakub Sedzinski by his PhD student Mari Tolonen and the U-Net model was trained by Varun Kapoor for doing the segmentation of the tissue using U-Net.
description: Computational support provided by Jean Zay dynamic access grant: AD011013396 Monetary Support by Grant#: 2021-240715(5022) from Chan Zuckerberg Innitiative and Silicon Valley community foundation.
Limitations to Upscaling of Groundwater Flow Models dominated by Surface Water Interaction
Creators: name: Vermeulen, Peter
name: Vermeulen, Peter
Publisher: name: XVI International Conference on Computational Methods in Water Resources
Year: 2006

description: Different upscaling methods for groundwater flow models are investigated. A suit of
different upscaling methods is applied to several synthetic cases with structured
and unstructured porous media. Although each of the methods applies best to one of
the synthetic cases, no performance differences is formed if the methods were
applied to a real 3D-case. Furthermore, we focus on boundary conditions such as
Dirichlet, Neumann and Cauchy conditions, that characterize the interaction of
groundwater with e.g. surface water, recharge. It follows that the inaccuracy of
the flux exchange between driving forces on a fine-scale and the hydraulic head on
a coarse scale causes additional errors that are far more significant than the
errors due to an incorrect upscaling of the heterogeneity itself. Whenever those
errors are reduced, the upscaled model was improved by 70%. It thus follows that in
practise, whenever we focus on predicting groundwater heads, it is more important
to correctly upscale the boundary conditions than hydraulic conductivity.
A computational study of adsorption of divalent metal ions on graphene oxide
Creators: name: Somphob Thompho
name: Thanyada Rungrotmongkol
name: Oraphan Saengsawang
name: Supot Hannongbua
Publisher: name: Research and Development Office, Prince of Songkla University
Year: 2017
Subjects: graphene oxide,divalent metal,binding energy

description: Songklanakarin Journal of Science and Technology (SJST), 39, 6
Model-reduced Variational Data Assimilation in Groundwater Modeling
Creators: name: Vermeulen, Peter
name: Heemink, Arnold
name: Vermeulen, Peter
Publisher: name: XVI International Conference on Computational Methods in Water Resources
Year: 2006

description: This paper describes a new approach to variational data assimilation that with a
comparable computational efficiency does not require implementation of the adjoint
of the tangent linear approximation of the original model. In classical variational
data assimilation, the adjoint implementation is used to efficiently compute the
gradient of the criterion to be minimized. Our approach is based on model
reduction. Using an ensemble of forward model simulations, the leading EOFs are
determined to define a subspace. The reduced model is created by projecting the
original model onto this subspace. Once this reduced model is available, its
adjoint can be implemented very easily and be used to approximate the gradient of
the criterion. The minimization process can now be solved completely in reduced
space with negligible computational costs. If necessary, the procedure can be
repeated a few times by generating new ensembles closer to the most recent estimate
of the parameters. The reduced model based method has been tested on several
nonlinear synthetic cases for which the hydraulic conductivity was estimated.
Sonnenfleckenzeichnung Nr. 13536.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 27.12.1936, erstellt von Max Waldmeier
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der Eidgenössischen Sternwarte Zürich, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: Kern-Merz-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen. Für die numerischen Werte, die am 16-cm-Refraktor für die Koordinatenbestimmung etc. entstanden, sind die chronologisch gehaltenen, handschriftlichen Tabellenblätter (siehe eigener Teilbestand) für das vorliegende Jahr nicht überliefert. Unter Umständen ist jedoch ein Teil der früher tabellarisch notierten Werte, die für Protuberanzen mit rot geschrieben wurden, direkt auf der Fleckenzeichnung vermerkt
Scale Dependent Fluid Momentum and Solute Mass Macroscopic Balance Equations: Theory and Observations
Creators: name: Sorek, Shaul
name: Ronen, Daniel
name: Sorek, Shaul
Publisher: name: XVI International Conference on Computational Methods in Water Resources
Year: 2006

description: A mathematical development is presented concerning extensions to the macroscopic
momentum balance equation for compressible Newtonian fluids flowing through
saturated porous matrices, and the macroscopic mass balance equation of solutes
transported with the fluids.
It is shown that each of these balance equations is composed of a dominant
macroscopic equation associated with a larger spatial scale, coupled with a
secondary macroscopic balance equation valid at a smaller spatial scale. The
dominant fluid momentum balance equation can govern the propagation of shock waves,
conform to Forchheimer's law or to Darcy's law when friction at the solid-fluid
interface is dominant. Concurrently, the secondary momentum balance equation is
governed by inertia flow that conforms to a wave equation propagating the intensive
momentum and the dispersive momentum flux, both deviating from their corresponding
dominant average terms. The dominant macroscopic solute mass balance equation
accounts for advection and hydrodynamic dispersion. The secondary macroscopic solute
mass balance equation describes pure advection of the product of deviations from the
average solute mass fraction and the average fluid density.
Field observations under natural gradient flow conditions show excessive high
concentration of colloids (average of 50 mg/L) under land irrigated by sewage
effluents. The high concentration of colloids in a macroscopic flow field where
specific discharge varies between 4 to 16 m/yr, is suggested to be due to the
enhancement of colloidal mobility resulting from the secondary fluid momentum
equation governed by inertia and the secondary solute mass equation of pure
advection, both proven to be valid at a scale smaller then the one considered for
spatial averaging.
Analytical explicit formulas of average run length for long memory process with ARFIMA model on CUSUM control chart
Creators: name: Wilasinee Peerajit
name: Yupaporn Areepong
name: Saowanit Sukparungsee
Publisher: name: Research and Development Office, Prince of Songkla University
Year: 2017
Subjects: ARFIMA(p,d,q) process,numerical integral equation (NIE) method,exponential white noise

description: Songklanakarin Journal of Science and Technology (SJST), 39, 6
Sonnenfleckenzeichnung Nr. 13400, einen Zürcher Lückentag ergänzend.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 28.07.1936, erstellt von Friedrich Buser in der privaten Beobachtungsstation im Prätschli in Arosa
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der privaten Beobachtungsstation Prätschli in Arosa, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: 15-cm-Zeiss-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen
The prevalence and risk factors of metabolic syndrome a suburban communityin Pathum Thani province, Thailand
Creators: name: Kornanong Yuenyongchaiwat
name: Duangnate Pipatsitipong
name: Panthip Sangprasert
Publisher: name: Research and Development Office, Prince of Songkla University
Year: 2017
Subjects: metabolic syndrome,prevalence,community,physical activity,overweight

description: Songklanakarin Journal of Science and Technology (SJST), 39, 6
On the road to a new stormwater planning approach: from Model A to Model B
Creators: name: Geldof, G. D.
name: Stahre, P.
Publisher: name: DTU Library, Technical University of Denmark (DTU)
Year: 2005
Subjects: subject: Complex adaptive system
subject: implementation
subject: integrated water management
subject: planning
subject: stormwater management
subject: values

description: Traditional models for planning urban water systems are to great extent based on technical and economic considerations (Model A). This approach is adequate for planning isolated and well-defined water systems. With the introduction of the concept of sustainability, the water systems interact with societal processes in the urban environment. We are then not any more dealing with an isolated water system but with a complex adaptive system. For such systems the traditional planning models are not good enough. A more integrated planning approach is needed (Model B). An important characteristic of this new approach is that the complexity of the planning process is not combated but made manageable. As a result, during the process different space scales are handled parallel, time plays a more important role and more actors are involved. It is an open process. Also more values of water are taken into account. Different techniques for sustainable stormwater drainage are described. Based on experiences in the city of Malm\303\266 in Sweden a practical approach for integrated planning of these types of drainage systems has evolved (Model B). As a result multiple use of stormwater facilities has today been general practice in Malm\303\266. The outcome of some sustainable stormwater projects is presented.
Additional file 4 of Effect of annual hospital admissions of out-of-hospital cardiac arrest patients on prognosis following cardiac arrest
Creators: name: Tsuchida, Takumi
name: Ono, Kota
name: Maekawa, Kunihiko
name: Hayamizu, Mariko
name: Hayakawa, Mineji
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Biotechnology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Cancer
subject: 111714 Mental Health
subject: FOS: Health sciences
subject: 60506 Virology

description: Additional file 4: Supplemental Table 4. Characteristics of patients with OHCA who did not achieve ROSC before arrival at the ED.
Bayes factors based on p-values and sets of priors with restricted strength
Creators: name: Kline, Brendan
Publisher: name: Taylor & Francis
Year: 2021
Subjects: subject: Space Science
subject: Genetics
subject: FOS: Biological sciences
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: This paper focuses on the minimum Bayes factor compatible with a p-value, considering a set of priors with restricted strength. The resulting minimum Bayes factor depends on both the strength of the set of priors and the sample size. The results can be used to interpret the evidence for/against the hypothesis provided by a p-value in a way that accounts for the strength of the priors and the sample size. In particular, the results suggest further lowering the p-value cutoff for “statistical significance.”
Effect of rainfall hyetograph on pollutant loads in an urban catchment area
Creators: name: Michiokui, K.
name: Wada, N.
name: Tsuji, Y.
Publisher: name: DTU Library, Technical University of Denmark (DTU)
Year: 2005
Subjects: subject: Stormwater
subject: non-point source
subject: runoff quantity and quality analysis
subject: urban drainage
subject: SWMM

description: Field measurements and runoff analysis of stormwater in a small urban area were performed. The effects of rainfall hyetograph on the pollutant runoff process were examined. Excellent agreement between SWMM simulation and field data were found not only with the runoff discharge, but also with the concentration and washoff rate of nutrients. A response analysis of pollutant runoff was carried out for design storms of single-peaked triangular hyetographs with various durations and peak intensities. The results provide information useful in the management of sewage and river systems, such as in the design and operation of sewage treatment plants, planning of river restoration for increasing river self-purification capability, scheduling of road cleaning operations, land use planning, etc.
Additional file 1 of A feasibility study on yoga’s mechanism of action for chronic low back pain: psychological and neurophysiological changes, including global gene expression and DNA methylation, following a yoga intervention for chronic low back pain
Creators: name: Adhikari, Bandita
name: Starkweather, Angela
name: Xu, Wanli
name: Acabchuk, Rebecca L.
name: Ramesh, Divya
name: Eze, Bright
name: Yang, Yuxuan
name: Yang, Gee Su
name: Walker, Joseph
name: Laubenbacher, Reinhard
name: Park, Crystal L.
Publisher: name: figshare
Year: 2022
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Physiology
subject: 69999 Biological Sciences not elsewhere classified
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 1: Supplemental Table 1. Differentially expressed (non-HGNC) processed transcripts.
Microbial diversity analysis of thermophilic hydrogen-producing consortia from hot spring in the south of Thailand and evaluate cashew apple juice as a substrate
Creators: name: Atipan Saimmai
name: Wiboon Riansa-Ngawong
name: Suppasil Maneerat
name: Paweena Dikit
Publisher: name: Research and Development Office, Prince of Songkla University
Year: 2017
Subjects: biohydrogen,cashew apple juice,hot springs,microbial community analysis,thermophilic consortia

description: Songklanakarin Journal of Science and Technology (SJST), 39, 6
Using Differentiable Programming for Flexible Statistical Modeling
Creators: name: Hackenberg, Maren
name: Grodd, Marlon
name: Kreutz, Clemens
name: Fischer, Martina
name: Esins, Janina
name: Grabenhenrich, Linus
name: Karagiannidis, Christian
name: Binder, Harald
Publisher: name: Taylor & Francis
Year: 2021
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Physiology
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Computational Biology

description: Differentiable programming has recently received much interest as a paradigm that facilitates taking gradients of computer programs. While the corresponding flexible gradient-based optimization approaches so far have been used predominantly for deep learning or enriching the latter with modeling components, we want to demonstrate that they can also be useful for statistical modeling per se, for example, for quick prototyping when classical maximum likelihood approaches are challenging or not feasible. In an application from a COVID-19 setting, we use differentiable programming to quickly build and optimize a flexible prediction model adapted to the data quality challenges at hand. Specifically, we develop a regression model, inspired by delay differential equations, that can bridge temporal gaps of observations in the central German registry of COVID-19 intensive care cases for predicting future demand. With this exemplary modeling challenge, we illustrate how differentiable programming can enable simple gradient-based optimization of the model by automatic differentiation. This allowed us to quickly prototype a model under time pressure that outperforms simpler benchmark models. We thus exemplify the potential of differentiable programming also outside deep learning applications to provide more options for flexible applied statistical modeling.
ModelA: StarDist and U-Net models trained on a subset of the Ascadian embryo light sheet data
Creators: name: Kapoor, Varun
Publisher: name: Zenodo
Year: 2022
Subjects: VollSeg, StarDist, U-Net, Segmentation, Membrane Labelled, Deep Learning, CZI, Kapoorlabs

description: We provided trained models for the Ascadian embryos using StarDist class and U-Net class of VollSeg for segmentation of such membrane labelled cells coming from light sheet microscope. Dataset provided in https://doi.org/10.6084/m9.figshare.c.4529990.v2 for Ascadian embryos
description: Computational support provided by Jean Zay dynamic access grant: AD011013396 Monetary Support by Grant#: 2021-240715(5022) from Chan Zuckerberg Innitiative and Silicon Valley community foundation.
Removal of dissolved metals by zero-valent iron(ZVI): Kinetics, equilibriums, processes, and implications for stormwater runoff treatment
Creators: name: Rangsivek, R.
name: Jekel, M. R.
Publisher: name: DTU Library, Technical University of Denmark (DTU)
Year: 2005
Subjects: subject: Adsorption
subject: cementation
subject: corrosion
subject: heavy metals
subject: storm water pollutants
subject: zero-valent iron (ZVI)

description: This study investigates the processes of copper and zinc ion removal from stormwater runoff by zero-valent iron (ZVI, Fe0). Kinetic and equilibrium tests were performed with laboratory prepared and in-situ stormwater runoff samples collected from roof, street and highway catchments. Based on the results, a substantial portion of Cu2+ is reduced and transformed to insoluble forms of Cu0 and Cu2O. Unlike wise, the adsorption and co-precipitation associated with freshly precipitated iron oxides play important roles for the removal of Zn2+. Investigations under various water quality conditions prevailed relative minor impacts on Cu2+ uptake rates. However, they apparently altered the removal stoichiometry and phases of copper deposits. The removal rates of Zn2+ increase with higher dissolved oxygen (DO), ionic strength (IS), temperature (T) and pH. Dissolved organic carbon (DOC) in runoff samples forms complexation with metals and Fe2+, thereby, kinetically decreases the metal uptake rates. Furthermore, depending on its composition, a larger molecular weight organic fraction was found to compete for the adsorption sites. The study demonstrates ZVI is a promising media achieving comparable capacity to a commercial adsorbent like Granular Ferric Hydroxide (GFH). Long-term performances of ZVI, however, may be limited and governed by the formation of non-conductive layer of iron and cuprous oxides.
Propagation of pollutants discharged by urban drainage overflows in natural streams in unsteady flow conditions
Creators: name: Paoletti, A.
name: Sanfilippo, U.
name: Sessa, D.
name: Innocenti, I.
Publisher: name: DTU Library, Technical University of Denmark (DTU)
Year: 2005
Subjects: subject: Receiving stream
subject: pollution propagation
subject: advection
subject: dispersion
subject: unsteady flow

description: The first aim of the paper is to present a new conceptual approach to simulate the propagation of dissolved pollutants in one-dimensional streams under unsteady flow conditions by means of the superimposition of effects. Such approach consists in the extension to the unsteady flow of an already existing so-called IUP approach, already set up and widely tested for steady flow. The reliability of such an extension to unsteady flow is validated comparing it with the well known OTIS model of USGS, which is based on a set of differential equations that must be solved through finite partial differences. Afterwards, this conceptual model is applied to investigate, through some significant numerical examples in unsteady flow conditions, the propagation along receiving streams of pollutants discharged by intermittent spills coming from the sewer overflows of urban drainage systems. The main result is that in many cases the persistence time above a given concentration threshold in the receiving stream increases progressively along the first sections downstream the spill, but then tends to decrease after an intermediate peak, which locates the critical section from this point of view; and the higher is the longitudinal dispersion value, the less downstream such a critical section is located.
Demystifying Statistical Learning Based on Efficient Influence Functions
Creators: name: Hines, Oliver
name: Dukes, Oliver
name: Diaz-Ordaz, Karla
name: Vansteelandt, Stijn
Publisher: name: Taylor & Francis
Year: 2022
Subjects: subject: Space Science
subject: Neuroscience
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics

description: Evaluation of treatment effects and more general estimands is typically achieved via parametric modeling, which is unsatisfactory since model misspecification is likely. Data-adaptive model building (e.g., statistical/machine learning) is commonly employed to reduce the risk of misspecification. Naïve use of such methods, however, delivers estimators whose bias may shrink too slowly with sample size for inferential methods to perform well, including those based on the bootstrap. Bias arises because standard data-adaptive methods are tuned toward minimal prediction error as opposed to, for example, minimal MSE in the estimator. This may cause excess variability that is difficult to acknowledge, due to the complexity of such strategies. Building on results from nonparametric statistics, targeted learning and debiased machine learning overcome these problems by constructing estimators using the estimand’s efficient influence function under the nonparametric model. These increasingly popular methodologies typically assume that the efficient influence function is given, or that the reader is familiar with its derivation. In this article, we focus on derivation of the efficient influence function and explain how it may be used to construct statistical/machine-learning-based estimators. We discuss the requisite conditions for these estimators to perform well and use diverse examples to convey the broad applicability of the theory.
Influence of advection, dispersion, transient storage and biochemical decay on the propagation of pollutants discharged by wet weather overflows or continuous spills into streams
Creators: name: Paoletti, A.
name: Sanfilippo, U.
name: Innocenti, I.
Publisher: name: DTU Library, Technical University of Denmark (DTU)
Year: 2005
Subjects: subject: receiving stream
subject: pollution propagation
subject: advection
subject: dispersion
subject: transient storage
subject: dead zones

description: The paper analyses, under the hypothesis of steady flow in the receiving stream, the relative importance of the physical processes of advection, dispersion, transient storage in dead zones and biochemical decay on the one-dimensional propagation of pollutants, for intermittent spill (like from a sewer overflow in wet weather) or continuous spill (like from a waste water treatment plant outflow), depending on river morphology and biochemical decay rate. Two different reaches, one straight and the other meandering, are exploited as experimental sites, where a number of time of travel surveys allows to calibrate the ADE, OTIS and ADEK models, comparing their performances. Afterwards, the two different reaches are virtually extended up to 20 kilometres, to simulate numerically the propagation of pollutographs. In case of intermittent spill, such a propagation shows that persistence time above a given concentration threshold at progressive distances downstream increases for low concentrations and decreases for high concentrations, as the concentration curve is spreading due to the longitudinal dispersion, especially for the meandering reach. On the contrary, in case of continuous spill, the longitudinal dispersion has a negligible effect on concentration, while dead zones reduces the mean velocity, consequently increasing the translation time and indirectly facilitating the biochemical decay of pollution.
Additional file 2 of A feasibility study on yoga’s mechanism of action for chronic low back pain: psychological and neurophysiological changes, including global gene expression and DNA methylation, following a yoga intervention for chronic low back pain
Creators: name: Adhikari, Bandita
name: Starkweather, Angela
name: Xu, Wanli
name: Acabchuk, Rebecca L.
name: Ramesh, Divya
name: Eze, Bright
name: Yang, Yuxuan
name: Yang, Gee Su
name: Walker, Joseph
name: Laubenbacher, Reinhard
name: Park, Crystal L.
Publisher: name: figshare
Year: 2022
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Physiology
subject: 69999 Biological Sciences not elsewhere classified
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 2: Supplemental Table 2. Variable loadings of PCA (RNA-seq data).
Sonnenfleckenzeichnung Nr. 13385.
Zeichnung von Flecken und Fackelflächen zur Ermittlung der Sonnenaktivität am 13.07.1936, erstellt von William Otto Brunner
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1936

description: Bleistiftzeichnung mit Tinte und Farbstift überschrieben, erstellt als Projektionsbildzeichnung in der Eidgenössischen Sternwarte Zürich, später ergänzt mit einer kleinen Tabelle für die Auszählung der Flecken nach ihrer Verteilung auf Abschnitte der sichtbaren Sonnenhälfte, nach Quadrant bzw. nach Halbkugel (N, S, W, E). Instrument: Kern-Merz-Refraktor.
Die Beobachtungen zu Einzelflecken und zu Sonnenfleckengruppen wurden mit Bleistift auf einem Vordruck eingetragen. Für die numerischen Werte, die am 16-cm-Refraktor für die Koordinatenbestimmung etc. entstanden, sind die chronologisch gehaltenen, handschriftlichen Tabellenblätter (siehe eigener Teilbestand) für das vorliegende Jahr nicht überliefert. Unter Umständen ist jedoch ein Teil der früher tabellarisch notierten Werte, die für Protuberanzen mit rot geschrieben wurden, direkt auf der Fleckenzeichnung vermerkt
Additional file 1 of Short-wave run-ups of the 1611 Keicho tsunami along the Sanriku Coast
Creators: name: Yamanaka, Yusuke
name: Tanioka, Yuichiro
Publisher: name: figshare
Year: 2022
Subjects: subject: Geophysics
subject: FOS: Earth and related environmental sciences

description: Additional file1: Table S1. Computational conditions. Fig. S1. Relationship between the wave period and the normalized maximum water surface elevation observed at the inlet head. Fig. S2. Comparison of observed and simulated heights for the 1611 tsunami and geometries of the sources assumed in this study.