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On the contrary, the use of long datasets (60 years in this work), provides the best results as it eases the identification of extreme rainfall values, which can stand out more markedly from the general trend observed over past decades.
Monitoring sites must be in focal marine areas that already have long datasets, are biological hot spots (e.g., marginal ice zones, polynyas, boundaries, and fronts), and are key to biogeochemical properties, biota, and invasive species.
The correlation results were qualitatively similar between the "all" (Additional file 2: Figure S1) and "long" datasets.
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This hybrid model is tested with a long dataset to obtain the best fitness.
Since ENSO occurs only once every couple of years, we need a sufficiently long dataset to be able to examine possible ENSO signatures in the thermosphere.
The study using the unprecedentedly long dataset covering ~23 years provides additional observational evidence that heavy ions work to prevent the occurrence of sub-storms.
A sixteen year long dataset of mesospheric OI 557.7 nm green line nightglow emission rate, measured over Kiso (35.79°N, 137.63°E), Japan using ground-based photometers is spectrally investigated using the Hilbert-Huang Transform (HHT).
Moreover, the recent changes in precipitation regimes bring to another issue in rainfall thresholds analysis: on one hand, statistical analyses are more robust if a long dataset is used and, according to the basic principles of statistics, the longest available time series should be used.
In the long dataset tree the AfroLINEs (represented by elephant and tenrec) and XenaLINEs (represented by nine-banded armadillo) association has a pp value of 0.97 (Figure 2).
Variables used in the long dataset.
First, we applied Poisson regression to the subset of the long dataset where CCI changes occurred.
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