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41 to 50 of 10,447 Results
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
F0_tank_temperature_light.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 - 231.1 KB - MD5: d0b4acf9cc7b015291ac888f312dd13a
Temperature and light intensity measurements for tanks of parental fish
F1_egg_GCGC-MS.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 - 1.4 KB - MD5: 82b02d13e8e0f4c70a91ee7c97072546
Measurements of aromatic and saturate classes in eggs by two-dimensional gas chromatography
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