2022
DOI: 10.3390/en15082905
|View full text |Cite
|
Sign up to set email alerts
|

Reformulation of the Used Model to Estimate Soil Temperature

Abstract: The Earth is permanently surrounded by cloud cover that, particularly, is an essential component in the planet’s energy balance. In turn, cloud cover intervenes in the main conditioning factor for soil temperature: solar radiation. In particular, the soil thermal amplitude should be dampened with the attenuation of solar radiation. However, the scientific community rarely analyzes this relationship, neglecting the model that is used to estimate the soil temperature. In this context, the present study seeks to … Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1

Citation Types

0
2
0

Year Published

2022
2022
2023
2023

Publication Types

Select...
3

Relationship

0
3

Authors

Journals

citations
Cited by 3 publications
(3 citation statements)
references
References 20 publications
(30 reference statements)
0
2
0
Order By: Relevance
“…Conversely, during the winter months (June to September), the temperature of the 5 cm layer was lower than the other layers, aligning with the period of lowest ambient temperatures. Similar observations were reported in a study [52] conducted in southeastern Brazil (20 • 12 43 S, 50 • 55 38 W, 413 m altitude) on a red-yellow argisol soil and another study [53] that investigated soil temperature and showed a behavior similar to that found in our study. In addition to seasonality, the magnitude of ambient temperature fluctuations also affects soil heat flux.…”
Section: Discussionsupporting
confidence: 92%
“…Conversely, during the winter months (June to September), the temperature of the 5 cm layer was lower than the other layers, aligning with the period of lowest ambient temperatures. Similar observations were reported in a study [52] conducted in southeastern Brazil (20 • 12 43 S, 50 • 55 38 W, 413 m altitude) on a red-yellow argisol soil and another study [53] that investigated soil temperature and showed a behavior similar to that found in our study. In addition to seasonality, the magnitude of ambient temperature fluctuations also affects soil heat flux.…”
Section: Discussionsupporting
confidence: 92%
“…In this method, a prediction model is established to simulate the soil temperature by analyzing the relationship between the soil temperature field and meteorological factors, environmental factors [15]- [17], and combining the observed and recorded historical data of soil temperature. Diniz et al [18] reformulated the mathematical model of soil temperature by inserting a variable referring to cloud cover. Wang et al [19] proposed an embedded network prediction model based on the gated recurrent unit (GRU) model, which was used to learn the local and global features of historical temperature for improving the prediction performance of soil temperature.…”
Section: Introductionmentioning
confidence: 99%
“…However, these studies do not combine numerical calculations with practical monitoring very well [16,17]. The problem of non-uniform temperature fields under solar radiation is not explained from the perspective of theoretical calculations [18][19][20]. In addition, there are few investigations that referred to the thermal behavior.…”
Section: Introductionmentioning
confidence: 99%