scholarly journals Measuring High Levels of Total Suspended Solids and Turbidity Using Small Unoccupied Aerial Systems (sUAS) Multispectral Imagery

Drones ◽  
2020 ◽  
Vol 4 (3) ◽  
pp. 54
Author(s):  
Elizabeth M. Prior ◽  
Frances C. O’Donnell ◽  
Christian Brodbeck ◽  
Wesley N. Donald ◽  
George Brett Runion ◽  
...  

Due to land development, high concentrations of suspended sediment are produced from erosion after rain events. Sediment basins are commonly used for the settlement of suspended sediments before discharge. Stormwater regulations may require frequent sampling and monitoring of these basins, both of which are time and labor intensive. Potential remedies are small, unoccupied aerial systems (sUAS). The goal of this study was to demonstrate whether sUAS multispectral imagery could measure high levels of total suspended solids (TSS) and turbidity in a sediment basin. The sediment basin at the Auburn University Erosion and Sediment Control Testing Facility was used to simulate a local 2-year, 24-h storm event with a 30-min flow rate. Water samples were collected at three depths in two locations every 15 min for six hours with corresponding sUAS multispectral imagery. Multispectral pixel values were related to TSS and turbidity in separate models using multiple linear regressions. TSS and turbidity regression models had coefficients of determination (r2) values of 0.926 and 0.851, respectively. When water column measurements were averaged, the r2 values increased to 0.965 and 0.929, respectively. The results indicated that sUAS multispectral imagery is a viable option for monitoring and assessing sediment basins during high-concentration events.

2020 ◽  
Vol 42 (1) ◽  
pp. 39-64 ◽  
Author(s):  
Elizabeth M. Prior ◽  
Frances C. O’Donnell ◽  
Christian Brodbeck ◽  
G. Brett Runion ◽  
Stephanie L. Shepherd

2017 ◽  
Vol 13 (3) ◽  
pp. 167
Author(s):  
Husnah Husnah ◽  
Eko Prianto ◽  
Siti Nurul Aida

Sungai Musi merupakan sungai besar mengaliri wilayah Sumatera Selatan, Lampung, dan Bengkulu , dan bervariasi dalam pemanfaatannya, khususnya di bagian hilir, didominasi oleh kegiatan industri yang membuang limbahnya ke Sungai Musi. Kajian pengaruh industri terhadap Sungai Musi telah dilakukan, namun sebatas analisis fisik dan kimia lingkungan dan belum mengarah kepada pengaruhnya terhadap organisme air. Organisme air adalah indikator penting perubahan lingkungan karena organisme khususnya organisme dasar (benthos) menyimpan sejarah proses-proses terjadi di perairan. Riset yang bertujuan untuk mengetahui kualitas perairan Sungai Musi bagian hilir ditinjau dari karakteristik fisik dan kimia dan struktur makrozoobenthos telah dilakukan di Sungai Musi, Sumatera Selatan pada bulan Mei dan September 2006. Riset dilakukan bersifat survei lapangan. Delapan stasiun ditentukan di Sungai Musi bagian hilir berdasarkan pada perbedaan mikrohabitat. Stasiun riset masing masing antara lain Sejagung, Pulokerto, Jembatan Ampera, Sebokor, Pulau Burung, Upang, Pulau Payung, dan Sungsang. Pada masing masing stasiun, dilakukan pengambilan contoh air untuk parameter fisika, kimia, dan makrobenthos. Contoh air diambil dari atas perahu motor pada kedalaman 1,0 m dari permukaan air dengan menggunakan kemmerer water sampler. Sebagian contoh dianalisis di lapangan (suhu, pH, dan oksigen terlarut) dan sebagian lagi yaitu jumlah padatan tersesuspensi (total suspended solids), jumlah padatan terlarut (total dissolved solids), jumlah karbon organik (total organic carbon), organik karbon terlarut (dissolved organic carbon), konsumsi oksigen biologi (biochemical oxygen demand), nitrat, dan fosfat dianalisis di laboratorium kimia. Contoh makrozoobenthos diambil pada 10 titik di masing-masing stasiun, dengan menggunakan ekman dredge dengan bukaan mulut 400 cm2. Contoh makrobenthos pada masingmasing titik tersebut disortir dengan menggunakan saringan dan kemudian digabungkan (dikomposit) dan diawetkan dengan formalin 10%. Data kualitas air dianalisis dengan principle component analysis dan kelimpahan makrozoobenthos dianalisis dengan analisis cluster. Kualitas perairan di Sungai Musi bagian hilir dikelompokkan atas 2 yang mengalami tekanan berat yaitu dari Sejagung sampai dengan Pulau Burung dan tekanan ringan yaitu dari Upang sampai dengan Muara Sungai Musi. Kelompok pertama dicirikan oleh nilai konsentrasi total dissolved solids, total organic carbon, dan dissolved organic carbon yang tinggi diiringi dengan kelimpahan makrozoobenhthos yang rendah serta didominasi oleh Tubifex sp. Kelompok ke-2 dari Upang sampai dengan Muara Sungai Musi dicirikan oleh nilai konsentrasi total suspended solids yang tinggi, dengan kelimpahan makrozoobenthos yang tinggi dan didominasi oleh Gammarus. Musi River is a large river , crossing three provinces, South Sumatra, Lampung and Bengkulu, and differeing in types and levels of its resources ultization, particularly at the down stream of Musi River, mostly dominated by industries activities producing a waste which flows to the river. Several studies on the effect of industries on the Musi River have been conducted , however , limmieted on physical dan chemical aspects of the water, not yet to evaluate its effect on aquatic organism. Aquatic organism such macrozoobenthos is important indicator of environmental changes since this organism records the history of processes occurred in the water. Study to assess water quality of the down stream Musi River based on physical, chemical water characteristics and macrozoobenthos community structure was conducted at may and september 2006 in Musi River located in South Sumatera Province of Indonesia. The study used inventory field survey. Eight sampling sites; Sejagung, Pulokerto, Jembatan Ampera, Sebokor, Pulau Burung, Upang, Pulau Payung, and Sungsang were selected based on the microhabitat difference. water sampling for physical and chemical parameters and sediment, and  macrozoobenthos were carried in each sampling site. Water sample was collected at a depth of 1.0 m from the water surface by using kemmerer water sampler. Some water quality parameters such as temperature, pH, and dissolved oxygen) were directly analyzed in the field, while the others such as total suspended solids, total dissolved solids, total organic carbon, dissolved organic carbon, biochemical oxygen demand, nitrate, and phosphate were analyzed in laboratory. Macrozoobenthos was collected at ten sampling points in each sampling sites using Ekman Dredge of 400 cm2 mouth opening. Macrozoobenthos from ten sampling points was composited, sorted and preserved with formalin 10%. Water quality parameters were analyzed with principle component analysis while macrozoobenthos abundance was analyzed with cluster. Results revealed that water quality at the down stream Musi River was classified into two groups. The first group was the heavy degraded sites from Sejagung to Pulau Burung, characterized by having high concentration of total dissolved solids, total organic carbon, and dissolved organic carbon, low abundance of macrozoobenthos with Tubifex sp. as the dominant species. The second group was light degraded sites from Upang to the mouth of Musi River, characterized by high concentration of total suspended solids and high macrozoobenthos abundance with Gammarus sp. as the dominant species.


2019 ◽  
Vol 4 (1) ◽  
pp. 26-42
Author(s):  
Helmy Akbar ◽  
Andre Wizemann ◽  
Ayu Ervinia ◽  
Haidir Ilyas ◽  
Hendra Pangkey ◽  
...  

Pelabuhanratu Bay plays a big role for the flow of nutrients from the land to the sea of Sothern-Java. This study was conducted in Pelabuhanratu Bay, Sukabumi, West Java, in March 2012. The aim of this study is to measure the oceanographic parameters (physical and chemical) of Pelabuhanratu Bay i.e. tides, waves, current, temperature, salinity, depth, density, dissolved oxygen (DO), total suspended solids (TSS), turbidity, pH and nutrients. The bay directly faces the Indian Ocean, during the surveyed we found mean angle of wave refraction was about ~4.3° ± 1.5°, with left side wind direction. Overall the current direction has an irregular trend. The tidal cycle of the bay is diurnal, with the temperature decrease into the deep layer. Only the surface exhibits a slightly lower salinity compared to the rest of the water column. Some parameters (i.e. TSS, DO) found in high concentration but declining following the depth. Other chemical concentrations (e.g. ortho-phosphate, silicate) also showed diminished after 10-15 depth measurement.


2020 ◽  
Vol 14 ◽  
Author(s):  
Nicole Sarah Carvalho Ponte ◽  
Valéria Severo De Noronha ◽  
Fernanda Helena Oliveira da Silva ◽  
Julyanne Braga Cruz Amaral ◽  
Fernando Bezerra Lopes

Water is an important resource for life and as such, its monitoring is essential. The aim of this study therefore was to estimate concentrations of chlorophyll-a and total suspended solids (TSS) using orbital remote sensing data. The study area was the General Sampaio reservoir, located in the Curu River Basin, in the state of Ceará. The concentration of chlorophyll-a and sediments were mapped based on orbital images captured by the Operational Land Imager (OLI) sensor. The images were acquired on 14 September 2017 and 13 June 2018. The chlorophyll-a concentration was estimated using a model employing a ratio of the blue (450-510 nm) and green (530-590 nm) bands, and the TSS concentration was estimated from the red band (640-690 nm) of the OLI sensor. The chlorophyll-a concentration in September 2017 varied from 37.03 to 43.0 mg L-1, and in June 2018 it ranged from 42.9 to 62.2 mg L-1. The TSS concentration in September 2017 varied from 1.8 to 4.2 mg L-1, while in June 2018, a period that corresponded to the highest local rainfall, the variation was greater, between 2.1 and 17.73 mg L-1. The highest concentrations of suspended sediments were seen in the tributaries of the Curu River and the Salvação Stream. It was possible to estimate the concentrations of chlorophyll-a and TSS using orbital images. The reservoir water was classified as eutrophic throughout the study period.


Author(s):  
Bela Karbela ◽  
Pingkan Mayestika Afgatiani ◽  
Ety Parwati

The spatial and temporal capabilities of remote sensing data are very effective for monitoring the value of total suspended solids(TSS) in water using optical sensors. In this study,TSS observations were conductedin the westseason, transition season 1, east season, and transition season 2 in 2018 and 2019. Landsat 8 image data wereused,extracted into TSS values using a semi-analytic model developed in the Mahakam Delta, East Kalimantan, Indonesia. The TSS data obtained were then analysed for distribution patterns in each season. The sample points were randomly scattered throughout the study area. The TSS distribution pattern in the west season showeda high concentration spread over the coastal area to theoff sea, while the pattern in the east season only showeda high concentration inthecoastal areas. Transitional seasons1 and 2 showed different patterns of TSS distribution in 2018 and 2019, with more varied values. The distribution of TSS is strongly influenced by the season. Observation of each cluster resultedin the conclusion thathuman activity and the rainfall rate can affect the concentration of TSS.


2012 ◽  
Vol 65 (4) ◽  
pp. 697-702 ◽  
Author(s):  
Nicky Eshtiaghi ◽  
Flora Markis ◽  
Paul Slatter

Globally, wastewater treatment plants are under pressure to handle high concentration sludge in a sludge treatment line. Unawareness of the non-Newtonian behaviour of the thickened sludge has the potential to cause unexpected problems when the fluid behaviour changes from turbulent to laminar flow. In this study, sludge apparent viscosity was plotted as a function of total suspended solids concentration (TSS) and shear rate. Then, the transition velocity based on several predictive models in the literature was determined. This analysis provides a practical basis for the prediction of the pipe flow behaviour of thickened sludge in troubleshooting and engineering design.


2020 ◽  
Vol 20 (3) ◽  
pp. 325-332
Author(s):  
Le Nhu Da ◽  
Le Thi Phuong Quynh ◽  
Phung Thi Xuan Binh ◽  
Duong Thi Thuy ◽  
Trinh Hoai Thu ◽  
...  

Recently, the Asian rivers have faced the strong reduction of riverine total suspended solids (TSS) flux due to numerous dam/reservoir impoundment. The Red river system is a typical example of the Southeast Asian rivers that has been strongly impacted by reservoir impoundment in both China and Vietnam, especially in the recent period. It is known that the reduction in total suspended solids may lead to the decrease of some associated elements, including nutrients (N, P, Si) which may affect coastal ecosystems. In this paper, we establish the empirical relationship between total suspended solids and total phosphorus concentrations in water environment of the Red river in its downstream section from Hanoi city to the Ba Lat estuary based on the sampling campaigns conducted in the dry and wet seasons in 2017, 2018 and 2019. The results show a clear relationship with significant coefficient between total suspended solids and total phosphorus in the downstream Red river. It is expressed by a simple equation y = 0.0226x0.3867 where x and y stand for total suspended solids and total phosphorus concentrations (mg/l) respectively with the r2 value of 0.757. This equation enables a reasonable prediction of total phosphorus concentrations of the downstream Red river when the observed data of total suspended solids concentrations are available. Thus, this work opens up the way for further studies on the calculation of the total phosphorus over longer timescales using daily available total suspended solids values.


1987 ◽  
Vol 19 (12) ◽  
pp. 265-271
Author(s):  
P. R. Thomas ◽  
H. O. Phelps

The investigation was based on two facultative stabilization ponds initially designed to operate in parallel, and now receive wastewater in excess of their capacities from a fast expanding housing estate in the Caribbean Island of Trinidad. Because of the deterioration of the effluent quality relative to acceptable standards, an attempt was made to upgrade the ponds using water hyacinths at the early stages. However, from the results, it was clear that the introduction of water hyacinths in the test pond did not lead to any substantial improvement in the effluent because of the high loading on the pond. Therefore the ponds were modified to operate in series with surface aerators installed in the first pond. Initially, the effluent quality was monitored in terms of total suspended solids, volatile suspended solids, biochemical oxygen demand, faecal coliform bacteria, pH and dissolved oxygen with aeration in the first pond and no aquatic plants in the second pond. Although there was a significant improvement in the effluent quality, the values remained above the standards. As a result, water hyacinths were introduced in the second pond and the effluent quality monitored together with aeration in the first pond. The effluent quality improved with total suspended solids and biochemical oxygen demand values both as low as 10 mg/l in certain months, but additional treatment was needed to reduce faecal conforms.


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