Datasets

date: 2023

Total is 119 Results
Data for Analyzing the Effect of Data Splitting and Covariate Shift on Machine Leaning Based Streamflow Prediction in Ungauged Basins

10.4231/0PG5-KC30

Pin-ching Li , Sayan Dey ORCID logo , Venkatesh Mohan Merwade ORCID logo

01/23/2023

This resource contains the data used in the study "Analyzing the Effect of Data Splitting and Covariate Shift on Machine Leaning Based Streamflow Prediction in Ungauged Basins" published in Water Resources Research (doi: 10.1029/2023WR034464)

Artificial Neural Network (ANN) covariate shift Hydrology Machine Learning prediction in ungauged basin Random Forest streamflow prediction

Codes for Analyzing the Effect of Data Splitting and Covariate Shift on Machine Leaning Based Streamflow Prediction in Ungauged Basins

10.4231/B783-2C47

Pin-ching Li , Sayan Dey ORCID logo , Venkatesh Mohan Merwade ORCID logo

01/23/2023

This resource contains codes used in the study "Analyzing the Effect of Data Splitting and Covariate Shift on Machine Leaning Based Streamflow Prediction in Ungauged Basins" published in Water Resources Research (doi: 10.1029/2023WR034464)

Artificial Neural Network (ANN) Machine Learning Random Forest streamflow prediction

A process-based biogeochemistry model and analysis for current and future global lake methane emissions

10.4231/67YG-V518

Mingyang Guo ORCID logo , Qianlai Zhuang ORCID logo

01/25/2023

This data contains the source code of a lake biogeochemistry model - Arctic Lake Biogeochemistry Model (ALBM).

ALBM Biogeochemical model EAPS lake model Methane Emission

Aerial imagery of the Purdue Agronomy Center for Research and Education (ACRE) – 1963

10.4231/ZBHC-3K73

Darrell G Schulze ORCID logo , Shams Rahman R Rahmani ORCID logo

01/26/2023

Aerial imagery from 1963 of the Purdue Agronomy Center for Research and Education (ACRE), West Lafayette, IN, USA.

ACRE aerial photography Agronomy Remote sensing imagery

Coded data from: Risky behaviors in young adults during stair descent: males versus females

10.4231/F62Q-W758

Amanda Arnold , Anvesh Naik , Ashwini Kulkarni ORCID logo , Chuyi Cui , Hye Cho , Shirley Rietdyk ORCID logo , Tim Becker , Zihan Yang

01/26/2023

2,400 young adult pedestrians were videotaped while descending staircases and the characteristics and behaviors were coded by humans offline. The file contains the coded characteristics and behaviors of each pedestrian.

adaptive gait biomechanics Ergonomics Falls Gender differences Health and Kinesiology Injury Kinesiology Safety Sex differences Stair Young adults

Aerial imagery of the Purdue Agronomy Center for Research and Education (ACRE) - 1976

10.4231/V168-XW88

Darrell G Schulze ORCID logo , Shams Rahman R Rahmani ORCID logo

01/26/2023

Aerial imagery from 1976 of the Purdue Agronomy Center for Research and Education (ACRE), West Lafayette, IN.

ACRE aerial photography Agronomy Remote sensing imagery

Aerial imagery of the Purdue Agronomy Center for Research and Education (ACRE) – 2013

10.4231/74KH-8X07

Darrell G Schulze ORCID logo , Shams Rahman R Rahmani ORCID logo

01/27/2023

Aerial imagery from 2013 of the Purdue Agronomy Center for Research and Education (ACRE), West Lafayette, IN.

ACRE aerial photography Agronomy Remote sensing imagery

Chronic Exposure to a PFAS Mixture Resembling AFFF Causes Decreased Body Size in Northern Leopard Frogs

10.4231/GKYX-G476

Ann Christine Caitlin , Chloe DePerre , Grace Coogan , Jason T. Hoverman ORCID logo , Linda S. Lee ORCID logo , Mahsa Modiri , Maria S. Sepúlveda ORCID logo , Tyler D Hoskins , Wes Flynn , Youn Jeong Choi ORCID logo

04/07/2023

We exposed Northern leopard frogs to mixtures of PFAS reflective of AFFF sites and found stage specific effects, including reduced body condition at day 21 and decreased mass relative to the control.

Amphibian Forestry and Natural Resources frogs growth PFAS PFOA PFOS

Automatic 4D flow MRI Segmentation Using the Standardized Difference of Means Velocity

10.4231/F75X-1N34

Bruce Craig ORCID logo , Jiacheng Zhang ORCID logo , Michael Markl , Neal Patel , Pavlos Vlachos ORCID logo , Sameer Ansari , Sean Michael Rothenberger ORCID logo , Susanne Schnell , Vitaliy Rayz

02/02/2023

We provide 4D flow MRI velocity measurements in two in vitro flow phantoms of a cerebral aneurysm. One phantom is unscaled (1-to-1), and the other is scaled by a factor of two in all dimensions (2-to-1).

angiography Biomedical Engineering hemodynamics Magnetic Resonance Velocimetry Matlab Phase Contrast Magnetic Resonance Imaging

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