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1 to 10 of 10,413 Results

00_ReadMe.txt Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning Plain Text - 8.9 KB - MD5: ff253e35d0702e06d694cc74980ecca0 The primary documentation file containing project metadata, detailed file lists, methodological descriptions, and terms of use for the dataset.
Plotting.zip Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning ZIP Archive - 7.0 MB - MD5: 2f2ddb3430f67244397a14ceb4551171 An archive containing the scripts and intermediate data files used to generate the figures and plots presented in the associated publication.
Predicting_KIAN_Net.zip Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning ZIP Archive - 981.6 MB - MD5: 2ebce6f6d2e78dc1b050fb8404338647 An archive containing scripts and data for running predictions on new, unseen data using the trained Kian-Net model.
requirements.txt Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning Plain Text - 179 B - MD5: 0e6c59368895da0e07f61a9e209250d6 A text file listing all Python libraries and specific versions required to run the provided code and reproduce the results.
Testing_KIAN_Net.zip Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning ZIP Archive - 493.0 MB - MD5: db99a617fcf4dc6b2e531b1d9ddb90db An archive containing the trained model weights, model architecture definitions, and the test datasets used for evaluating model performance.
Training_KIAN_Net.zip Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning ZIP Archive - 14.4 MB - MD5: 22e020c3eb511edc88ba00fb870df1ac An archive containing the source code (train_kian_net.py) and training datasets (EISCAT, Geophysical, Ionograms) used to train the Kian-Net model.
00_README.txt Jan 20, 2026 - Replication Data for: Crude oil exposure during gametogenesis in the batch-spawning Atlantic cod (Gadus morhua): Effects on gametes and maternally exposed offspring development Plain Text - 24.2 KB - MD5: 24f4535a2052d09543e59c30a36edf86 ReadMe file containing detailed information and metadata for the entire dataset
F0_morphometrics.csv Jan 20, 2026 - Replication Data for: Crude oil exposure during gametogenesis in the batch-spawning Atlantic cod (Gadus morhua): Effects on gametes and maternally exposed offspring development Comma Separated Values - 1.7 KB - MD5: be126ba350e15be42db6f0c60efb2bdb Associated data for each parental fish, including which treatment it received, if gamete batches could be collected, mortality as well as morphometric data
F0_spermatocrit.csv Jan 20, 2026 - Replication Data for: Crude oil exposure during gametogenesis in the batch-spawning Atlantic cod (Gadus morhua): Effects on gametes and maternally exposed offspring development Comma Separated Values - 5.0 KB - MD5: 75fa84f9124500678c64edef3fd662a3 Measurements of spermatocrit content
F0_spermMotility.csv Jan 20, 2026 - Replication Data for: Crude oil exposure during gametogenesis in the batch-spawning Atlantic cod (Gadus morhua): Effects on gametes and maternally exposed offspring development Comma Separated Values - 17.9 KB - MD5: 1ccaee764919a52bd46cf92afcbed9b2 Measurements of sperm motility parameters

00_ReadMe.txt

Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning

Plain Text - 8.9 KB -

The primary documentation file containing project metadata, detailed file lists, methodological descriptions, and terms of use for the dataset.

Plotting.zip

Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning

ZIP Archive - 7.0 MB -

An archive containing the scripts and intermediate data files used to generate the figures and plots presented in the associated publication.

Predicting_KIAN_Net.zip

Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning

ZIP Archive - 981.6 MB -

An archive containing scripts and data for running predictions on new, unseen data using the trained Kian-Net model.

requirements.txt

Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning

Plain Text - 179 B -

A text file listing all Python libraries and specific versions required to run the provided code and reproduce the results.

Testing_KIAN_Net.zip

Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning

ZIP Archive - 493.0 MB -

An archive containing the trained model weights, model architecture definitions, and the test datasets used for evaluating model performance.

Training_KIAN_Net.zip

Jan 23, 2026 - Replication Data for: Plasma Density Estimation from Ionograms and Geophysical Parameters with Deep Learning

ZIP Archive - 14.4 MB -

An archive containing the source code (train_kian_net.py) and training datasets (EISCAT, Geophysical, Ionograms) used to train the Kian-Net model.

00_README.txt

Jan 20, 2026 - Replication Data for: Crude oil exposure during gametogenesis in the batch-spawning Atlantic cod (Gadus morhua): Effects on gametes and maternally exposed offspring development

Plain Text - 24.2 KB -

ReadMe file containing detailed information and metadata for the entire dataset

F0_morphometrics.csv

Jan 20, 2026 - Replication Data for: Crude oil exposure during gametogenesis in the batch-spawning Atlantic cod (Gadus morhua): Effects on gametes and maternally exposed offspring development

Comma Separated Values - 1.7 KB -

Associated data for each parental fish, including which treatment it received, if gamete batches could be collected, mortality as well as morphometric data

F0_spermatocrit.csv

Jan 20, 2026 - Replication Data for: Crude oil exposure during gametogenesis in the batch-spawning Atlantic cod (Gadus morhua): Effects on gametes and maternally exposed offspring development

Comma Separated Values - 5.0 KB -

Measurements of spermatocrit content

F0_spermMotility.csv

Jan 20, 2026 - Replication Data for: Crude oil exposure during gametogenesis in the batch-spawning Atlantic cod (Gadus morhua): Effects on gametes and maternally exposed offspring development

Comma Separated Values - 17.9 KB -

Measurements of sperm motility parameters

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