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381 to 390 of 133,279 Results
Rudinski_1_RAW_images.zip
Nov 12, 2025 - Engraved sandstone pieces from the Churinga Cave of Kamyana Mohyla, Ukraine, TEMPA-3D project
ZIP Archive - 43.0 GB - MD5: 65227071ff103e413556e2bea6989abf
Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species
Nov 12, 2025 - University of Inland Norway
Kirchner, Theresa M; Devineau, Olivier; Thompson, Daniel P; Thiel, Alexandra; Chimienti, Marianna; Evans, Alina L; Crouse, John; Eriksen, Ane, 2025, "Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species", https://doi.org/10.18710/3EB2DM, DataverseNO, V1
These files contain code to prepare data for and fit a dynamic generalized additive model to predict energy heart rate and energy expenditure from dynamic body acceleration in moose (Alces alces). In this study, we collected heart rate data using implanted loggers and accelerometer data using tri-axial accelerometer collars. To quantify heart rate...
00README.txt
Nov 12, 2025 - Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species
Plain Text - 2.5 KB - MD5: 1b308a0bf8ce633ec197c888352fd213
README file
1_hr.prep.R
Nov 12, 2025 - Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species
R Syntax - 8.2 KB - MD5: 3da9a28b237125dc23df834a54db97e1
Time drift correction of HR logger measurements
2_hr.qc.R
Nov 12, 2025 - Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species
R Syntax - 13.7 KB - MD5: 8d216d940d8f850882ceef151c705c1a
Manual validation of HR logger measurements
3_acc.prep.R
Nov 12, 2025 - Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species
R Syntax - 7.5 KB - MD5: c65364fe42d51ee3e733a75217ce6170
Prepare accelerometer data to predict behavior using random forest model (Kirchner et al. 2023)
4_hr.acc.prep.R
Nov 12, 2025 - Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species
R Syntax - 3.3 KB - MD5: 952f91918bb5729986bc4258d7baab7c
Join heart rate and ODBA and behavioral data by timestamps
5_filter.inspect.data.R
Nov 12, 2025 - Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species
R Syntax - 5.0 KB - MD5: c248bfdfa494fe15c98a01b95046f964
Create final dataset (combine data from all individuals and filter)
6_model.R
Nov 12, 2025 - Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species
R Syntax - 8.4 KB - MD5: aa7aaaea2509e5c3930fbb6d3c41b2b8
Run and inspect dynamic generalized additive model of moose heart rate
7_EE.R
Nov 12, 2025 - Programming code for article: Predicting energy expenditure from dynamic body acceleration in a large boreal ungulate species
R Syntax - 12.5 KB - MD5: 9f60d4c36f6b683864be986f50680366
Calculate energy expenditure from heart rate
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