scholarly journals Rainfall Estimation Accuracy of a Nationwide Instantaneously Sampling Commercial Microwave Link Network: Error Dependency on Known Characteristics

2019 ◽  
Vol 36 (7) ◽  
pp. 1267-1283 ◽  
Author(s):  
L. W. de Vos ◽  
A. Overeem ◽  
H. Leijnse ◽  
R. Uijlenhoet

AbstractCommercial microwave links are installed and maintained for the purpose of telecommunication. Hydrometeors between transmitting and receiving antennas cause the microwave signal to be attenuated. From signal attenuation, the path-averaged rainfall intensity can be calculated. A 7-month dataset of instantaneously logged signal powers from almost 2000 unique links in the Netherlands is analyzed. Rainfall intensities are calculated with the RAINLINK package with a novel preprocessing module, enabling the package to be applied on instantaneously logged data from now on. Rainfall intensities per link are validated with the path-averaged rainfall intensities according to a gauge-adjusted radar product. Both the overall performance and the dependence of errors on link characteristics and measurement conditions are evaluated. The coefficient of variation decreases from 3.70 to 2.32 and the correlation increases from 0.30 to 0.63 from instantaneous to daily estimates of rainfall accumulations. The coefficient of variation is also smaller during heavy rainfall. Errors are largest for pathlengths shorter than 2 km, for observations during the late night and early morning, and for observations during colder months (when solid or melting precipitation could occur and dew is more likely to form on the antennas). Comparison of our results with those of earlier studies shows that minimum/maximum sampling (widely employed in network management systems) outperforms instantaneous sampling regarding detection of both quantity and occurrence of rain at a 15-min sampling rate in the Dutch climate.

Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 1033-1033
Author(s):  
Mateusz Adamiak ◽  
Andrzej Ciechanowicz ◽  
Monika Cymer ◽  
Marta Skoda ◽  
Mariusz Z Ratajczak

Background. The number of hematopoietic stem/progenitor cells (HSPCs) in peripheral blood (PB) undergoes a circadian oscillation, with the peak occurring in the early morning hours and the nadir at night, and, as nicely demonstrated, this peak has been attributed to the enhanced tonus of the vegetative nervous system in the early morning hours (Nature 2008, 452, 442-447). Moreover, our group has demonstrated that release of HSPCs from bone marrow (BM) into PB is regulated during stress- or pharmacology-induced mobilization by activation of three ancient serum proteolytic cascades, the complement cascade (ComC), the coagulation cascade (CoaC), and the fibrynolytic cascade (FibC) (Stem Cell Rev. 2018; 14:677-685). Since it is known that the ComC, CoaC, and FibC show circadian activation at late night/early morning hours due to deep sleep hypoxia, regulation of the circadian oscillation of HSPC numbers in PB becomes more complex. Moreover, as we recently demonstrated, an important role in egress of HSPCs from BM into PB is played by purinergic signaling involving adenosine triphosphate (ATP) released from cells, which, as signaling mediators in the extracellular space, activate the Nlrp3 inflammasome in hematopoietic cells (Leukemia 2019; 33:815-825). Activation of the Nlrp3 inflammasome induces a state of sterile inflammation in the BM microenvironment and activates the ComC, CoaC, and FibC. Hypothesis. Since Nlrp3 inflammasome activation regulates egress of HSPCs from BM into PB by inducing BM sterile inflammation and activation of the ComC, CoaC, and FibC undergoes circadian activation, we became interested in whether Nlrp3 protein complex orchestrates circadian changes in the number of HSPCs circulating in PB.Materials and Methods. To address this important question, we studied the circadian oscillation in the number of circulating HSPCs in mice. Mice were accustomed to alternating periods of 12 hours light and 12 hours darkness. Light was turned on at 6 AM (ZT0), and the numbers of circulating white blood cells (WBCs), Sca-1+kit+Lin- HSCs, Sca-1+Lin-CD45+ HSCs, clonogenic CFU-GM progenitors, and non-hematopoietic Sca-1+Lin-CD45- cells (VSELs) were measured at 7 AM (ZT1), 11 AM (ZT5), 7 PM (ZT13), and 3 AM (ZT21). At the same time points, we evaluated expression of the Nlrp3 inflammasome at the mRNA level; Nlrp3 activation by measuring Nlrp3 inflammasome activation markers, such as interleukin-1beta, interleukin-18, and Hmgb1, at the mRNA and protein levels; ComC activation (by C5a ELISA); CoaC activation (by thrombin/antithrombin ELISA); and FibC activation (by plasmin/antiplasmin complex ELISA). To confirm the role of the Nlrp3 inflammasome in the circadian oscillation of HSPCs released into PB, we inhibited its activity by employing the specific small-molecule inhibitor MCC950. Results. We observed circadian changes in the expression and activation of the Nlrp3 inflammasome, with a peak in the early morning hours at ZT1 that preceded the peak in the number of circulating HSPCs at ZT5. This increase in activation of the Nlrp3 inflammasome and the number of circulating cells in WT animals was preceded by an increase in C5a concentration in PB at ZT1 as well as activation of the CoaC and FibC at ZT21. As expected, inhibition of the Nlrp3 inflammasome by MCC950 inhibited circadian oscillation of circulating HSPCs in PB. Conclusions. Our study confirms circadian activation of the Nlrp3 inflammsome due to the ComC, CoaC, and FibC in mice at late-night/early-morning hours preceding the release of HSPCs from BM into PB. The fact that we observed significant decrease in circadian changes in the number of circulating cells in PB in mice exposed to an Nlrp3 inflammasome inhibitor confirms its pivotal role in executing circadian release of HSPCs from BM into PB. Moreover, the fact that mice exposed to an Nlrp3 inhibitor show defective activation of the ComC and normal activation of the the CoaC and FibC indicates that, of the ancient proteolytic cascades tested, the ComC is the major player regulating Nlrp3 inflammasome-dependent circadian egress of HSPCs. Disclosures No relevant conflicts of interest to declare.


2020 ◽  
Vol 5 (4) ◽  
pp. 136
Author(s):  
Puad Maulana Mandailing ◽  
Wijaya Mardiansyah ◽  
Muhammad Irfan ◽  
Arsali Arsali ◽  
Iskhaq Iskandar

The peak time of rainfall occurrence over an area has certain characteristics in which the difference in time and intensity of rainfall varies depending on its location and distance from the sea. This variation can be determined based on the phase and amplitude obtained using harmonic analysis. In this study, combined data from in-situ observation, satellite remote sensing and reanalysis were used to analyze spatial and temporal variations of peak rainfall events over peatland area of the South Sumatra Province. The results show that most of the South Sumatra Province has a diurnal peak of rainfall during afternoon ranging from 16.00 to 19.00 Western Indonesian Time. In addition, the results also indicate that the analysis on the in situ data revealed seasonal variation both in amplitude and time of maximum diurnal rainfall, while the reanalysis data only indicated a weak seasonal variation on the amplitude of the diurnal rainfall. Furthermore, spatial analysis shows that the time of maximum diurnal rainfall has spatial variation. Over the ocean, the time of maximum diurnal rainfall occurs during night time/early morning. Over the lowland or coastal area, the time of maximum diurnal rainfall occurs during afternoon, while over the high altitude (mountain) it occurs during late night.


2021 ◽  
Author(s):  
Anna Špačková ◽  
Vojtěch Bareš ◽  
Martin Fencl

<p>In the field of hydrology, there is a significant demand for high spatial-temporal resolution of rainfall information that can be met by commercial microwave links (CMLs). CMLs are commonly used as a backhaul of telecommunications network with favourable spatial coverage especially in urbanized areas. CMLs are point-to-point radio connections operating at frequencies where attenuation of electromagnetic waves can be related to the rainfall intensity.</p><p>The ability of CMLs to assess rainfall intensity is determined by hardware parameters and path lengths of CMLs. The CML operates at various frequencies with horizontal or vertical polarization, moreover, link paths have lengths ranging from hundreds of meters up to kilometres. The characteristics of the rainfall needs to be reflected as they have impact on the errors (de Vos et al., 2019). Even collocated CMLs can detect considerably dissimilar rainfall information. To increase effectivity of rainfall information retrieval it is crucial to understand uncertainties arising from diversity of CML characteristics.</p><p>This study evaluates collocated CMLs that are assumed to be affected by the same weather condition. Having identical CML characteristics (as well as the propagations of the signals), it is expected to observe the same response patterns in the attenuated signals. Any disagreement could be caused by random error, sensitivity to the rainfall intensities, and/or hardware reaction to the condition (e.g. sensitivity of the antenna radome to the rainfall splash). Therefore, the role of arrangement of the direction of rainfall field advection and position of the collocated link paths is considered. The magnitude of disagreement between different groups of collocated links could be specified based on their characteristics. Oppositely, for collocated links under the same conditions but with different characteristics, the attributes of the individual CMLs are suspected for the disagreement.</p><p> </p><p>References</p><p>de Vos, L. W., Overeem, A., Leijnse, H., and Uijlenhoet, R. (2019). Rainfall Estimation Accuracy of a Nationwide Instantaneously Sampling Commercial Microwave Link Network: Error Dependency on Known Characteristics. Journal of Atmospheric and Oceanic Technology 36, 7, 1267-1283. https://doi.org/10.1175/JTECH-D-18-0197.1</p><p> </p><p>This study was supported by the project SpraiLINK 20-14151J of the Czech Science Foundation.</p>


Symmetry ◽  
2020 ◽  
Vol 12 (9) ◽  
pp. 1440
Author(s):  
Vasilis Christofilakis ◽  
Giorgos Tatsis ◽  
Spyridon K. Chronopoulos ◽  
Alexandros Sakkas ◽  
Anastasios G. Skrivanos ◽  
...  

Many works have been conducted relevant to rainfall measurements, while the first relevant ones were based on the power loss estimation function from wireless links located back to the early 1940s. It is notable, though, that this innovative idea conduced to many theoretical models correlating the signal attenuation to the rainfall intensity. This type of parameter strongly contributes to the mechanism of frequency attenuation above 10 GHz. Consequently, in the last twenty years, there has been a significant boost to this research topic. Researchers all around the world have worked thoroughly on the issue of estimating rain with the use of earth-to-earth microwave signal attenuation. Nevertheless, the issue remains intriguing and challenging. This paper presents a literature survey, of the last decade, on this challenging issue focusing on measurements from backhaul cellular microwave links and experimental setups. Research challenges and future trends are also presented.


2020 ◽  
Vol 59 (1) ◽  
pp. 65-81 ◽  
Author(s):  
Lanqiang Bai ◽  
Guixing Chen ◽  
Ling Huang

AbstractA dataset of convection initiation (CI) is of great value in studying the triggering mechanisms of deep moist convection and evaluating the performances of numerical models. In recent years, the data quality of the operationally generated radar mosaics over China has been greatly improved, which provides an opportunity to retrieve a CI dataset from that region. In this work, an attempt is made to reveal the potential of applying a simple framework of objective CI detection for the study of CI climatology in China. The framework was tested using radar mosaic maps in South China that were accessible online. The identified CI events were validated in both direct and indirect ways. On the basis of a direct manual check, nearly all of the identified CI cells had an organized motion. The precipitation echoes of the cells had a median duration of approximately 2.5 h. The CI occurrences were further compared with rainfall estimates to ensure physical consistency. The diurnal cycle of CI occurrence exhibits three major modes: a late-night-to-morning peak at the windward coasts and offshore, a noon-to-late-afternoon peak on the coastal land, and an evening-to-early-morning peak over the northwestern highland. These spatial modes agree well with those of rainfall, indirectly suggesting the reliability of the CI statistics. By processing radar mosaic maps, such a framework could be applied for studying CI climatology over China and other regions.


2019 ◽  
Vol 2019 ◽  
pp. 1-9 ◽  
Author(s):  
Daniel Baksa ◽  
Kinga Gecse ◽  
Sahel Kumar ◽  
Zsuzsanna Toth ◽  
Zsofia Gal ◽  
...  

Several studies suggested that migraine attack onset shows a circadian variation; however, there has not been an overview and synthesis of these findings. A PubMed search with keywords “migraine” AND “circadian” resulted in ten studies directly investigating this topic. Results of these studies mostly show that migraine attacks follow a monophasic 24-hour cyclic pattern with an early morning or late night peak while other studies reported an afternoon peak and also a biphasic 24-hour cycle of attacks. The identified studies showed methodological variation including sample size, inclusion of medication use, comorbidities, and night or shift workers which could have contributed to the contradictory results. Several theories emerged explaining the diurnal distribution of migraine attacks suggesting roles for different phenomena including a morning rise in cortisol levels, a possible hypothalamic dysfunction, a circadian variation of migraine triggers, sleep stages, and a potentially different setting of the circadian pacemaker among migraineurs. At the moment, most studies show an early morning or late night peak of migraine attack onset, but a significant amount of studies reveals contradictory results. Further studies should investigate the arising hypotheses to improve our understanding of the complex mechanism behind the circadian variation of migraine attacks that can shed light on new targets for migraine therapy.


1987 ◽  
Vol 116 (4_Suppla) ◽  
pp. S45-S53 ◽  
Author(s):  
R.S.R. Aarsen ◽  
G.J. Bruining ◽  
W.F.A. Grose ◽  
R. van Strik ◽  
S.W.J. Lamberts ◽  
...  

Abstract. Ten diabetic teenagers were admitted into our hospital for two nights, separated by one week. In a double-blind cross-over randomized study they received either 50 μg of the new long-acting somatostatin analogue Sandostatin sc or placebo. All patients were between 12 and 16 years of age, C-peptide negative with a duration of diabetes of at least four years. They had either conventional therapy or insulin pump therapy. Insulin doses and diets were kept unchanged. Blood samples were taken half hourly from 17.00 h until 09.30 h the next morning from an indwelling venous catheter. Hormonal and metabolic profiles on the two nights were evaluated by means of a distribution free time sequential co-movement analysis and by the paired Wilcoxon's signed rank test. After Sandostatin was given at 22.00 h, GH levels were significantly suppressed during 4 h. During that period blood glucose was slightly but significantly lower than after placebo. The free-insulin profiles from both nights were very comparable. Co-movement analysis showed a significant correlation between glucose and free insulin variations with a 30-min backward shift of the glucose curve. However, after Sandostatin administration this relation was lost in the period between 22.00 and 07.00 h, indicating a different effect of insulin on glucose levels during the nights Sandostatin was given. Early morning glucose rises were associated with free insulin levels below 20 mU/l. This association was not altered during the Sandostatin nights. Glucagon was not suppressed by Sandostatin except at 120 min after injection, and remained unchanged during the rest of the observation period. Triglyceride levels as well as 3-OH-butyrate values were significantly lower after Sandostatin. Plasma levels of FFA, free glycerol, alanine and cortisol were not significantly reduced. It is concluded that a single sc injection of 50 μg of Sandostatin given at 22.00 h is a potent GH inhibitor and lowers blood glucose concentrations for up to 4 h after injection. Early morning blood glucose rise is not prevented, but overnight hepatic ketogenesis as reflected by 3-OH--butyrate levels appears suppressed by Sandostatin up to the next morning injection of insulin.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Srishti Sharma ◽  
Pradeep Kumar Krishnamurthy

AbstractWe propose 1 state and 2 state multi-step Kalman filters (MKFs) to estimate and compensate CFO, LPN and NLPN in long-haul coherent fiber-optic communication systems. The proposed filters generate state estimates once every m symbols and therefore operate at a reduced sampling rate compared to conventional KFs that perform symbol by symbol processing. No computations are performed to obtain phase estimates of the intermediate $$m-1$$ m - 1 samples; instead, the present and previous estimates are averaged and used to derotate the intermediate $$m-1$$ m - 1 samples which are then demodulated to recover the transmitted symbols. This reduces the computational load on the receiver DSP. Further, in order to improve estimation accuracy, we adaptively vary the process noise covariance Q. Simulation results of 200 Gbps PDM 16 QAM system over 12 spans shows that the proposed 1 state MKF can reduce the sampling rate requirement by a factor of $$m = 20$$ m = 20 with Q-factor degradation of 1.32 dB compared to single-step KF at linewidth of 100 kHz. The 2 state MKF tracks PN and CFO with a maximum step size of $$m=10$$ m = 10 for a CFO of 100 MHz at linewidth of 100 kHz. We also study the dynamic performance of the proposed algorithms by applying step change to CFO. The 2 state MKF with adaptive Q is able to track a step change of 400 MHz of CFO with $$m = 1$$ m = 1 and 3 with high estimation accuracy but slower convergence time compared to the non-adaptive 2 state MKF. Finally, we study the computational requirements of the proposed MKFs and show that they offer significant reduction in computations compared to single-step KF thus making the proposed filters suitable for hardware implementation.


1996 ◽  
Vol 93 (23) ◽  
pp. 13096-13101 ◽  
Author(s):  
D. Bell-Pedersen ◽  
M. L. Shinohara ◽  
J. J. Loros ◽  
J. C. Dunlap

Sign in / Sign up

Export Citation Format

Share Document