1
AGRICULTURAL WASTEWATER FILTRATION AND RE-IRRIGATION SYSTEM: AN
INNOVATION TOWARDS THE RE-INTRODUCTION OF ROTATIONAL CROP FARMING
A Research Capstone Project
Presented to the Faculty Members of Senior High School
San Agustin National High School
San Agustin, Naujan, Oriental Mindoro
In Partial Fulfillment
Of the Requirements for the Subject
RESEARCH CAPSTONE
Science, Technology, Engineering and Mathematics
Presented by
Canarias, Mary Jhoy
Herilla, Cassandra
Larios, Djohn Jared
Mauro, Jerome
1
Chapter I
INTRODUCTION
Nature and Importance of the Study
The Philippines, being an agricultural country, uses around
42.52% of its total land area for the sole purpose of growing
agricultural products for its people1. These numbers reflect how
important agriculture is in the overall economy of the
Philippines, as it is a form of livelihood common among the
majority of Filipino citizens.
The MIMAROPA region alone enlists around 542.2 thousand
hectares. The region's total agricultural land area comprised
19.7% of the region's total land area.
Total area harvested for all rice ecosystems during April to
June 2022 in the MIMAROPA Region reached 53,757 hectares. Among
provinces, Oriental Mindoro recorded the largest area harvested
at 27,142 hectares.
Among the provinces of the MIMAROPA Region, Oriental Mindoro
boasts a total agricultural area of 169,603.34 hectares
1
The World Bank. (2023) Agriculture. Retrieved on March 13, 2023, from:
https://bit.ly/42VDSut.
2
(419,099.0 acres). Based on agricultural statistics, 85,244
hectares (210,640 acres) are devoted to palay production2.
Agriculture plays a significant role in the Philippine
economy. Involving about 40% of Filipino workers, it contributes
an average of 20% to the Gross Domestic Product. This output
comes mainly from agribusiness, which in turn accounts for about
70% of the total agricultural output.
Such numbers prove that agriculture plays a vital role in
running the country’s economic sector. More than half of the
Philippines’ 100 million people live in rural areas, and more
than a third of them are poor. Agriculture is the primary source
of income for poor rural people, and the only source for many of
the poorest households. Most of them depend on subsistence
farming and fishing for their livelihoods3. As such, of the total
population of the Philippines, around 22.86% work on the
agricultural sector of the economy.
Having a large population rely on crop cultivation and
agriculture as a source of income, the Philippines has endeavored
to strengthen its efficiency, which opened to a lot of
innovations that are beneficial to the country’s farmers.
2
Philippine Statistics Authority (2022). Agriculture. Retrieved on March 11,
2023, from: https://bit.ly/3MBIYqJ.
3
International Fund for Agriculture Development (2021). Agriculture.
Retrieved on March 11, 2023, from: https://bit.ly/3O5Ni2s.
3
As crop growth entails to the majority of the country’s
agriculture sector, irrigation systems are employed for farmers
to utilize in making full use of their lands’ productivity. The
majority of all these farmers and agricultural landowners use
individual irrigation systems which draw water from the nearby
water bodies; in the locality’s case, from the nearby river and
the watersheds and underground springs.
However, due to the recent developments in the value of
various locally-grown crops as brought by changes in law
enforcement, the prices of these grown crops have become unstable
and are unsustainable in terms of its economic worth. In fact,
the inflation rate only worsened the current status of
agriculture in the country as field maintenance and product price
does not align with the people’s needs value-wise.
The problem arises when the resources and services used to
cultivate and manage these crops also cost considerable amounts
of money.
Considering these factors, cultivating only one type of crop
can be a huge burden financially due to the intensifying
instability of its values, especially rice. Hence, the
researchers believe that the re-introduction of rotational crop
farming can resolve the current economic issue by expanding the
4
product options of farmers and increase the value of commonly
grown crops.
Through rotational crop farming, less fertilizer is
required, and less pollution is emitted in field maintenance.
Crop rotation is one of the most important practices within
sustainable agriculture. It involves planting different crops in
the same area at different times of the year or in different
years. This method reduces pesticide and herbicide use, which can
bio-accumulate in species, especially predatory birds.
Assessing this issue, with its significance in the
development of the current status of the agricultural sector of
the country, can open new pathways to introducing sustainable
systems of crop farming. Hence, the researchers’ goal in this
project was to innovate an irrigation system where rotational
crop farming is encouraged by utilizing and recycling runoff
water from prior use.
In tackling this study, an irrigation system was modeled,
along with modifications for built-in water runoff filters and
water storage that utilized sprinklers and tunnels for transport.
The filtered runoff was measured in terms of specific
parameters; namely, salinity, pH level, and quality or toxicity
through various methods and assays. The amount of water was be
5
calculated and compared to standards depending on the crops’
needs.
The current problem and its nature led the researchers to
innovate and devise a system that can manage crop irrigation
runoff and filter it for reuse in the growth of other crops.
Objectives of the Study
Generally, this study aimed to innovate an irrigation system
that would filter the agricultural runoff from prior use of water
in fields and reuse for the growth of other crops.
Specifically, it aimed to:
1. measure the water salinity of the filtered wastewater runoff
and compare to the acceptable standards;
2. measure the pH level of the filtered wastewater runoff compare
to the acceptable standards; and
3. test the filtered water’s quality and toxicity through the
lettuce seed bioassay.
The results of this project were then used to rectify if the
system can open up the re-introduction of rotational crop
farming.
6
Significance of the Study
This study would be beneficial for the following.
Environment. The innovation this study will bring can help
manage the use of water resources in crop cultivation by using
less water in fields. This can also help utilize wastewater as a
sustainable resource as it can be used to support the growth of
other crops instead of contaminating nearby soil.
Economy. This study can help the economy by introducing a
crop growth system that utilizes rotational cultivation of crops
to ensure sustainability of the resources used. This will also
open pathways to resolving current economic value issues
regarding certain crops.
Farmers. This study will help farmers by providing
alternative options crop options instead of cultivating only one
type. Through this, they can attain versatility in the products
they can offer and support environmentally friendly methods of
farming. This can also lessen their use of fertilizers and other
chemicals as the rotational crop farming sustains the soil’s
qualities.
7
Future Researchers. The findings of this study can help fuel
other researchers to explore, improve, and expand this study to
serve a greater purpose in the community.
Scope and Limitations of the Study
This study aimed to innovate an irrigation system that would
filter the agricultural runoff from prior use of water in fields
and reuse for the growth of other crops.
The extent of this study was limited to the measurement of
the output water quality in terms of salinity, pH level, and
toxicity through various means and assays. The results were
compared to the standards provided by the International Rice
Research Institute and Department of Primary Industries.
This was conducted during the school year 2022-2023.
Definition of Terms
To prospect a clearer understanding of the study and its
concepts, the following terminologies were operationally and
conceptually defined.
Coconut Husk Fibers. Coconut fiber, obtained from unripe
coconut, is a natural fiber extracted from the husk of coconut.
The coconut is steeped in hot seawater, and subsequently, the
8
fibers are removed from the shell by combing and crushing, the
same process as jute fiber4.
pH Level. The pH (pondus Hydrogenii) indicates a solution’s
acidity or alkalinity. The pH value generally varies between 0
and 14. pH value below 7.0 is considered acidic and pH value with
above 7.0 is considered basic; pH 7.0 is neutral. The pH of the
growing medium can be more acidic, basic or alkaline, or neutral;
so generally, plants thrive a water with a pH of about 5.5 to
7.55. In this study, the pH level of the filtered water was
measured.
Porous Concrete. Porous concrete is made by mixing large
aggregate material with mortar, creating lots of voids in the
cast concrete. Porous concrete is attractive because it traps
water and it can help route storm runoff and rain directly into
the soil, where it can nourish gardens and trickle down into the
water table6.
Rotational Crop Farming. In this study, rotational crop
farming refers to the simultaneous cultivation of a variety of
4
Yan, Y. (2016). Developments in Fibers for Technical Nonwovens. Woodhead
Publishing Series in Textiles. Retrieved on April 7, 2023, from:
https://rb.gy/67n2k
5
Department of Primary Industries (2013). Irrigation Water Quality. NSW
Government. Retrieved from: https://tinyurl.com/yj5zp34h
6
McMahon, M. (2023). What is Porous Concrete? About Mechanics. Retrieved on
April 8, 2023, from: https://rb.gy/gcdou
9
crops in a certain area, utilizing a land area by growing crops
and switching each type across seasons.
Runoff. Runoff occurs when there is more water than land
can absorb. The excess liquid flows across the surface of the
land and into nearby creeks, streams, or ponds7. In this study,
the term runoff usually pertains to the runoff from agricultural
irrigation use.
Water Hyacinth Fibers. Water hyacinth fibers are the fibrous
materials obtained from the water hyacinth plant. This will be
used to create a water filter to be used in the water filtration
system. It is known for reducing the concentration of dyestuffs,
heavy metals and minimizing certain other physiochemical
parameters like TSS (total suspended solids), TDS (total
dissolved solids), COD (chemical oxygen demand) and BOD
(biological oxygen demand) in textile wastewater8.
Water Salinity. Salinity is the amount
of dissolved salts present in water. Salinity is typically
7
Rutledge, K., McDaniel, M., Teng, S., Hall, H., Ramroop, T., Sprout, E.,
Hunt, J., Bourdreau, D., Costa, H. (2022). Runoff. National Geographic.
Retrieved on April 7, 2023, from: https://rb.gy/2etvq
8
Priya Sanmuga, E., Selvan Senthamil, P. (2017). Water hyacinth (Eichhornia
crassipes) – An efficient and economic adsorbent for textile effluent
treatment – A Review. Arabian Journal of Chemistry Volume 10, Supplement 2.
Retrieved on April 9, 2023, from: https://rb.gy/ran7d
10
measured with a salinometer, which calculates the amount or
weight of salt present in a specific volume of water9.
Water Toxicity. Water toxicity is the degree to which a
sample of water can damage an organism. Toxicity can refer to the
effect on a whole organism, such as an animal, bacterium, or
plant, as well as the effect on a substructure of the organism.
This is often caused by contamination of chemicals. In this
study, the toxicity was measured through the lettuce seed
bioassay10.
9
Ambulkar, A. (2019). Salinity. Britannica. Retrieved on April 9, 2023, from:
https://rb.gy/6yoga
10
Cornell University (2019). Toxicology: Why Use Lettuce Seeds as Bioassays?.
Environmental Inquiry. Retrieved from: https://bit.ly/42CltmS.
11
Chapter II
REVIEW OF RELATED LITERATURE AND STUDIES
This section enlists the numerous literatures and researches
related to the concepts undermined in this study.
REVIEW OF RELATED LITERATURES
Agriculture in the Philippines
A vast majority of the Filipino populace relies on the
agricultural sectors as a form of livelihood. Around a quarter of
the entire Filipino citizens are currently employed within the
different sectors of agriculture. The Philippines, primarily
being an agricultural country and having a majority of its
citizens residing in rural areas, makes a hefty amount with the
products they provide through agricultural activities11.
11
Statista Research Department (2022). Share of Employed Persons in the
Philippines as of January 2022, by Sector. Retrieved on March 14, from:
https://bit.ly/42Cxfxl.
12
Given the current status of the Philippine demographics, the
Gross Domestic Product (GDP) contribution of the agricultural
sector significantly increased in the past year. In summary, it
showed that the growth rate rocketed from 2.4% to 3.3% from July
to December 2022. It was also forecasted that the GDP growth
would continue its trend until 202512.
These values reflect how important agriculture is to the
livelihood of Filipinos. While these figures show significant
positive outputs, farmers are still boggled with challenges
facing the current economy.
Multiple challenges that face the Philippine Agriculture
were named. One such hurdle is the slow growth of the
agricultural sector in the Philippines, which had been attributed
to the rampant conversion of arable lands to residential
subdivisions, industrial parks, and resorts. Of the 30 million
hectares of land area, only one-third is used for agricultural
activities13.
On top of that, the country’s geographical location makes it
volatile to natural disasters such as flooding and drought,
further contributing to the decrease in production. Investments
in technology and innovation are necessary steps to diversify and
12
Trading Economics (2022). Agriculture. Retrieved from:
https://bit.ly/42MGnzk.
13
Statista Research and Development (2022). Agriculture in the Philippines -
Statistics & Facts. Retrieved from: https://bit.ly/430oD3D.
13
transform the country’s agricultural output, along with increased
production support and improved policies that prioritize the
needs of farmers.
Aside from these challenges, other aspects that hinder the
growth of Philippine agriculture are the decline in arable land,
labor, capital, risks involved, and the current issues regarding
trade policies were also identified14.
The decline in land revolves around the repurposing of
arable land and using it either as residential areas or urbanized
due to the growing population. It was estimated that the
country’s arable land at 12.44 million hectares (ha). Since the
rural population has been growing, farm sizes have also been
declining, hence, there is no room for growth in this factor15.
The decline in labor and capital revolves around the
mechanization of farming systems. Through the use of agricultural
machines such as harvesters, the number of laborers in
agriculture continues to decline. In line with this, the
mechanization of agriculture in the Philippines led to farmers
investing in formal financing options to cope with capital
requirements.
14
Briones, R. (2021). Philippine Agriculture: Current State, Challenges, and
Ways Forward. ISSN 2508-0865. Retrieved from: https://bit.ly/3Bp4Krh.
15
Food and Agriculture Organization (2020). Land Use in Agriculture by
Numbers. Retrieved from: https://bit.ly/3BubCUd.
14
Other such challenges are the risks associated with
agriculture. Such factors include the instability of market
prices, natural calamities, and the overall uncertainty of
product quality as it is being cultivated.
Field Maintenance and Irrigation
Field maintenance in agriculture accounts for a field’s
extent of productivity in terms of its crops’ growth. In
cultivating crops, the maintenance of its quality is imperative
to making full use of the land area.
Aside from soil quality, the quality of water that irrigates
agricultural fields should also be considered. 25 L of water (4
standard watering cans) is required for each square meter of crop
every week. This equates to 250,000 L per hectare or roughly
100,000 L per acre16.
These amounts of water should also fall between water
salinity level of around up to 1.9 dS/m without loss of yield and
pH level revolving around 6 pH17.
These requirements are generally met as the water drawn in
the irrigation systems used locally is from watersheds and
16
Westerveld, S. (2016). Small Plot Irrigation: Are You Applying Enough? On
Specialty Crops.Retrieved from: https://bit.ly/3LWUACM.
17
International Rice Research Institute (2021). Water-Wise Rice Production.
Retrieved from: https://bit.ly/3W68uHB.
15
rivers. This ensures that the quality of water used is clean
state and is free of toxic materials.
There are currently three available types of irrigation
systems used in the agricultural lands of the Philippines –
namely, national, communal, and private/individual systems. As
the majority of local farmers use individual or communal
irrigation systems, costs on the use of said systems align with
costs of crude oil prices, which usually cannot be resolved
without capital investment18.
Having such costs in running irrigation for crops led the
researchers to innovate a system which can reuse agricultural
wastewater runoff and introduce rotational crop farming.
Agricultural Wastewater Runoff
The effects of agricultural wastewater runoff to the
environment varies, but clearly revolve around the eutrophication
and contamination of groundwater through the eroded chemicals
used agriculturally in crop cultivation.
Agricultural wastewater is primarily the excess water that
runs off the field at the low end of furrows, border strips,
18
National Irrigation System. Construction of Irrigation System. Management
Information Division-CORPLAN. Retrieved from: https://bit.ly/3IbMB3E.
16
basins, and flooded areas during surface irrigation. This
wastewater is also referred to as irrigation tailwater19.
A main problem in the locality is that agricultural
wastewater is either sent directly to nearby water bodies without
treatment or just left on agricultural land to fester and
dissipate or seep deeper into the ground. This causes major
environmental impacts such as groundwater springs, watersheds,
water bodies, and the soil will be degraded easily through the
contamination of chemicals.
Rotational Crop Farming
Crop rotation was integral to farming before the widespread
adoption of chemically intensive practices. Growers used it to
prevent soil erosion, suppress weeds, and occasionally even
combat pests and diseases. While the crop rotation system is not
commonly practiced nowadays, its ecological and agronomic
benefits are indisputable20.
Crop rotation involves growing various plants in a set order
on the same land, contrasting with mono-cropping or random
succession. The number of plants might range from two or three in
19
California Agricultural Water Stewardship Initiative (2021). Wastewater
Management. Retrieved from: https://bit.ly/453SgTx.
20
EOS Data Analytics (2022). Sustainable Agriculture Practices & Their
Management. Retrieved from: https://bit.ly/3M8graN.
17
simple rotations to twelve or more in complex ones. The average
crop rotation cycle takes up to eight years.
The greater soil fertility, fewer pests and crop diseases,
and higher yields can be achieved through the rotation of crops.
This method isn’t without its flaws, though, requiring a high
level of knowledge and additional attention to detail during the
various stages of implementation.
Crop rotation also improves water use efficiency by
increasing the amount of organic matter in the soil, which can
improve soil structure and water-holding capacity. Also, this
method helps preserve moisture in deep soil layers, which plants
can use during droughts. This way, farmers can reduce irrigation
water usage.
This, in line with the main goal of this study, which is to
reuse agricultural wastewater runoff to irrigate other crops,
served as the main basis of the introduction of rotational crop
farming in a local setting.
Water Recycling
Greywater use in agriculture, particularly in areas with
greater water shortages, can support water conservation efforts,
18
the resilience of family farmed food systems, and food
security21.
Likewise, due to the potential financial and environmental
advantages, wastewater reuse in agriculture has been identified
as one of the most crucial management issues for the sustainable
use of the scarce fresh water supply, along with demand-oriented
water allocation and water desalination. Given that there are
more people on the planet and that there is a corresponding
increase in food consumption, as well as a steady increase in
population, and a corresponding decrease in water supply,
wastewater reuse initiatives must be started and supported on a
global scale22.
As it is possible to recycle water, different methods are
employed to recycle wastewater runoff. In this study, the
researchers innovated a system that utilized different materials
as filters to assess its water quality.
Water Filters
21
Silva, J., Borges, A., Fernandes, R., & Celeri, M. (2023). Greywater as a
Water Resource in Agriculture: The Acceptance and Perception from Brazilian
Agricultural Technicians. Science Direct-Agricultural Water Management Volume
280. Retrieved from: https://bit.ly/3o9BGAK.
22
Patel, S., & Pandya, S. (2022). Reuse of Reverse Osmosis Wastewater – A
Sustainable Solution for Agriculture. International Journal of Agricultural
Sciences. Volume 18 | OCAEBGD- 2022 | 57-61. Retrieved from:
https://bit.ly/3I75wN1.
19
One of the water filters used is made from coconut coirs.
Coir fibers from coconut palm fruit hair are a by-product, if not
waste, of a sizable productive system that has significant added
value and can be used for a variety of purposes, particularly in
the food-related business. These fibers are thick, contain a lot
of lignin, and have microfibrillar angles that are close to 45°,
which supports their usage in geotextiles for soil amendment and
therefore in filters to purify both air and wastewater23 .
Another filter will be derived from water hyacinth fibers.
The uncontrollable growth of water hyacinth in water bodies has
led to reports that it is one of the most problematic plants in
the world. However, in its quest to absorb nutrients, it has made
it possible to use it in phytoremediation, along with a
combination of herbicidal control, integrated biological control,
and watershed management controlling nutrient supply to control
its growth24.
Also, by using this to treat wastewater in urban or
industrial regions, other beneficial byproducts can be created,
including ethanol, biogas, composting, animal and fish feed,
23
Cicconi, G., & Santulli, C. (2022). Use of Coir Fibers for Water and Air
Filter. Woodhead Publishing Series in Composites Science and Engineering. p.
345-359. Retrieved from: https://bit.ly/42EMvKg.
24
Rezania, S., Ponraj, M., Talaiekhozani, A., Mohamad, S., Din, N., Taib, S.,
Sabbagh, F., & Sairan, F. (2015). Perspectives of Phytoremediation Using
Water Hyacinth for Removal of Heavy Metals, Organic and Inorganic Pollutants
in Wastewater. Journal of Environmental Management. Volume 163, 1 November
2015, Pages 125-133. Retrieved from: https://bit.ly/42EMLZK.
20
power plant energy (briquettes), and fiber board manufacturing.
The use of invasive plants in pollution abatement
phytotechnologies can undoubtedly help for their sustainable
management in treating wastewater, focusing on the future
features of phytoremediation.
Lastly, although unorthodox and inorganic, porous concrete
will be used as a filter for water. An innovative approach for
minimizing the amount of runoff from paved areas is the use of
porous concrete25.
Porous concrete has been utilized in riverbank-protecting
constructions in Japan as a novel sort of ecological material.
Some unique ecologically beneficial capabilities of porous
concrete, which has an internal honeycomb void structure that is
interconnected, include sound absorption, water permeability,
planting grass, and water quality purification26.
Parameters to be Measured
This study measured the factors of water quality which
affect the growth of standard crops – mainly water salinity, pH
level, and its toxicity.
25
Lange, A. (2015). Synthesis of Porous Carbon Monoliths by Using Porous
Concrete as Template. Part II: Investigations of Mechanical Properties. Wiley
Online Library. Retrieved from: https://bit.ly/3nZCTdV.
26
Zhang, R., Kanemaru, K., & Nakazawa T. (2015). Purification of River Water
Quality Using Precast Porous Concrete Products. Journal of Advanced Concrete
Technology. Retrieved from: https://bit.ly/4537pEi.
21
Water salinity is the most important abiotic stress that
inhibits growth and productivity of crops, and it is one of the
world’s oldest and most widely distributed environmental
challenges. Additionally, salinity's impact on photosynthetic
rate is influenced by both plant species and salt content. There
is evidence that salinity may increase photosynthesis at low salt
concentrations. On past researches, it was noted that while
stomatal conductance remained unchanged at low salinity and
dropped at high salinity, photosynthetic rate increased at low
salinity and decreased at high salinity27.
Similarly, the use of saline irrigation water for
agricultural cultivation has a detrimental effect on the
interactions between the soil, water, and plants. Impact varies
depending on the salinity of the water; high salinity reactions
have a strong impact, whereas low salinity responses have a
minimal impact. Lower crop growth rates and significant yield
losses are caused by the effects of water salinity on the
connections between soil, water, and plants, which also leads to
lower-quality plant products28.
27
Safdar, H. (2019). A Review: Salinity on Plant Growth. Institute of Soil and
Environmental Sciences, University of Agriculture, Faisalabad, Pakistan.
Nature and Science 2019;17(1). Retrieved from: https://bit.ly/3MpCYB0
28
Pascale, S., Orsini, F., & Pardossi, A. (2013). Irrigation Water Quality
for Greenhouse Horticulture. Department of Agricultural Engineering and
Agronomy, University of Naples Federico II, Italy. Retrieved from:
https://bit.ly/3pIh6Io.
22
The pH (pondus Hydrogenii), on the other hand, indicates a
solution’s acidity or alkalinity. The pH value generally varies
between 0 and 14. pH value below 7.0 is considered acidic and pH
value with above 7.0 is considered basic; pH 7.0 is neutral. The
pH of the growing medium can be more acidic, basic or alkaline,
or neutral; so generally, plants thrive a water with a pH of
about 5.5 to 6.529.
Lastly, water toxicity is the evaluation of the toxicity of
wastewater, polluted sediments, and water streams is a crucial
component in monitoring environmental pollution. Rapid,
sensitive, and cost-effective evaluation of biological effects
can provide precise data for ecotoxicity assessment. In the
recent times, many biological tests based on higher and lower
creatures, including fish, invertebrates, plants, algal cells,
and microbial bioassays, have been employed to determine the
toxicity of substances30.
In this study, the water toxicity and quality will be
measured through the Lettuce seed bioassay. The said bioassay
29
Department of Primary Industries (2013). Irrigation Water Quality. NSW
Government. Retrieved from: https://tinyurl.com/yj5zp34h.
30
Hassan, S., Ginkel, S., Hussein, M., Abskharon, R., & Oh, S. (2016).
Toxicity Assessment Using Different Bioassays and Microbial Biosensors.
Environment International. Volumes 92–93, July–August 2016, Pages 106-118.
Retrieved from: https://bit.ly/3W0JrWt.
23
involves the determination of a sample’s toxic material content
and its effect to the germination of lettuce seeds31.
RELATED STUDIES
This project hinges on the studies that follow as bases for
the conduct of this study.
32
The main basis of this study is G. Kratcha’s (2022) study
which aimed to determine ways to stop drainage water from eroding
nutrients and chemically treated soil into waterways, thereby
preventing eutrophication.
In their study, various strong base anion exchange resins
and crop residue-based filters were used. Through the simulation
of drainage tilling on tile platforms, they measured the pH
level, Salinity, and Nitrate and Phosphate content of the
filtered runoff. After said tests, they also conducted the
lettuce seed bioassay test to determine its toxicity.
Through their extensive procedures, the results showed that
strong base anion exchange resins were the best medium to use in
filtering the water runoff. Among the organic mediums they
31
Cornell University (2019). Toxicology: Why Use Lettuce Seeds as Bioassays?.
Environmental Inquiry. Retrieved from: https://bit.ly/42CltmS.
32
Kratcha, G. (2022). An Innovative Approach to Manage the Environmental
Impact of Agricultural Drainage Water. Hankinson Public School. Retrieved
from: https://bit.ly/42SzzAc.
24
tested, coconut husk filters proved to be the best material to
use.
They concluded that the use of strong anion base exchange
resins and coconut husk filters could prevent eutrophication of
water and recovery of nutrients and contaminants in water. The
only variance in both materials’ performance hinged upon the
coconut husk filters’ longevity, which break down and release
nutrients into the water over time.
This study served as the basis for choosing the methods to
test in this study. The parameters measured, namely salinity, pH
level, and toxicity, were adapted from this study to prove its
capabilities on a local setting.
33
Another study used as foundation in this study was J.
Kerr, J. DePinto, D. McGrath, S. Sowa, and S. Swinton’s (2016)
study which revolved around proposing ways to manage the impacts
of agricultural irrigation and farming to the quality of the
water surrounding the Great Lakes Basin.
They emphasized in their paper that the “wastewaters should
and can be reused through conventional methods”. They proposed
creating water treatment plants near the water bodies and
33
Kerr, J., DePinto, J., McGrath, D., Sowa, S., & Swinton, S. (2016).
Sustainable Management of Great Lakes Watersheds Dominated by Agricultural
Land Use. Journal of Great Lakes Research. Volume 42, Issue 6, December 2016,
Pages 1252-1259. Retrieved from: https://bit.ly/3OabMYc/
25
integral parts of the Great Lakes watershed areas to avoid
contamination and eutrophication.
Their efforts provided the researchers an idea to use a more
sustainable and plausible measure, primarily through rotational
crop farming, to compensate for the insufficiency of the
locality’s funds to support treatment plants.
34
In line with this, K. Shah, B. Modi, H. Pandey, A. Subedi,
G. Aryal, M. Pandey, and J. Shrestha concluded in their study
that diversified crop farming through rotational cultivation can
open long-term profitability and provide farmers flexibility on
the products they can provide.
Aside from this, the method can also ensure field fertility
and minimize environmental impacts of chemical use in fields as
the different crops help keep the soil refreshed.
SYNTHESIS
The presented literature and studies in this section
provided the founding bases for determining the core objective of
this study – to innovate an irrigation system that filter the
agricultural runoff from prior use of water in fields and reuse
for the growth of other crops.
34
Shah, K., Modi, B., Pandey, H., Subedi, B., Aryal, G., Pandey, M., &
Shrestha, J. (2021). Diversified Crop Rotation: An Approach for Sustainable
Agriculture Production. Volume 2021 | Article ID 8924087. Retrieved from:
https://bit.ly/3BrZrXZ.
26
The main concept of this project was based upon G. Kratcha’s
study which aimed to determine ways to stop drainage water from
eroding nutrients and chemically treated soil into waterways,
thereby preventing eutrophication. The methodologies and
parameters tested in this study were also modeled after Kratcha’s
study, which generally measured the quality of filtered
wastewater.
The filters chosen for this study hinged upon the studies of
multiple researchers. The water hyacinth filter was chosen as it
showed feasibility of promising water filter capabilities as
suggested by I. N. Nwachukwu (2019). The coconut coir filter was
chosen based on the study of N. R. Wijesekara (2019). Lastly, the
porous concrete filter was chosen based on the study of S. V.
Hatzikiriakos (2015).
Through the findings of the aforementioned studies, the
researchers were able to grasp the concept which surrounds the
project at hand. Using the adapted methodologies and literatures
which serve as bases, the results of this study were rectified as
to whether the output system had the capability to assist the
agricultural sector.
27
Chapter III
METHODOLOGY
Materials and Equipment
This study utilized a model system which requires a pump,
storage/reservoir, and water filters. The water filters used are
drawn from coconut husk fibers, water hyacinth fibers (water
lily), and porous concrete.
Model Diagram
This study utilized the following model design.
Water
Storage
28
Irrigated Field 1 Irrigated Field 2
(Rice Crops) (Other Crops)
Water
Filters
Figure 1. Proposed Agricultural Wastewater Filtration and Re-
Irrigation Model Diagram
The model roughly shows how this system worked. The model
encouraged the use of rotational crop farming through division of
an agricultural area into sectors where different crops can be
grown.
However, for the sake of convenience an experimental model
was designed and used for the purpose of testing the parameters
in this study. The experimental model is described as follows.
Water
Storage
29
Water Pump
Filter A
Field
Filter B Filter C
Figure 2. Agricultural Wastewater Filtration and Re-Irrigation
Experimental Set-up Model Diagram
General Procedure
First, the field was irrigated with clean water. As the
field is designated for rice crops, the soil was treated with
fertilizers and other chemicals to ensure development of the
crops. This ensured that the water runoff used in irrigating the
field would be contaminated with chemicals.
In order to fully utilize the water runoff, the water was
filtered using different materials. In this study, the chosen
materials were coconut coir fibers, live water hyacinth, and
porous concrete filters as these materials exhibit
characteristics suitable to filtering wastewater.
These filters were then attached to the sides of the field
where the runoff will be accumulated and filtered.
30
Figure 3. Agricultural Wastewater Filtration and Re-Irrigation
Experimental Set-up
Quantification Methods
As per the general process of water filtration and
irrigation discussed prior to this section, certain parameters
were measured in order to acquire the needed results for this
study.
Some of these parameters were water salinity and water
toxicity. These parameters were associated with factors
concerning water that affect the growth of crops. In this study,
these parameters were measured to ensure that the quality of
water was suitable to the growth of crops. Other factors such as
water toxicity level and the amount of filtered water were also
measured.
The methodologies to the measurement of said parameters were
discussed as follows.
31
Measuring the Water Salinity
The water salinity was measured using a digital tester in a
sample of collected filtered runoff. This was conducted for 5
trials and averaged. The results were then compared to the
standards issued by the International Rice Research Institute
(IRRI) for the growth of rice crops which need a water salinity
of less than 1.9 dS/m.
Measuring the pH Level
The water pH level will be measured by using a digital
tester in a sample of collected filtered runoff. This will be
conducted for 10 trials and will be averaged. The results will
then be compared to the standards issued by the International
Rice Research Institute (IRRI) for the growth of rice crops which
need a pH level of 6 pH or 15-30 μM.
Testing Water Quality and Toxicity
Another parameter measured was the water quality and
toxicity. This measure was quite complicated to quantify, but
through the use of various assays, the measurement of the
sample’s toxicity was possible.
The water toxicity was measured using the Lettuce Seed
Bioassay, where a lettuce seed was exposed to the water sample
32
for a certain amount of time. In this assay, lettuce seeds were
doused in bleach for 15-20 minutes to eliminate impurities that
may affect the germination of the seed. The seeds were then
placed in a plate lined with tissue paper and watered with the
corresponding water samples and were left to grow for 2 days. The
seed’s germination and growth after the time period determined
the water toxicity of the sample runoff water.
The listed methodologies were employed in order to test the
capabilities and potential of the agricultural wastewater runoff
filtration and irrigation system.
Chapter IV
RESULTS AND DISCUSSION
The subsequent information delineates the findings of the
investigation conducted by the researchers, wherein they examined
the salinity, pH level, toxicity, and quality of the filtered
runoff. The ensuing findings are as follows:
1. Salinity Measurement of the Filtered Wastewater Runoff
Table 1 displays the findings obtained from measuring the
salinity of the water derived from the runoff, which was filtered
33
through coconut husk. The average measurement of water salinity
recorded in this study is 0.651 dS/m.
As per the guidelines set forth by the International Rice
Research Institute (IRRI), a water salinity measurement of less
than 1.9 dS/m is considered acceptable for supporting crop
growth.
Therefore, the concentration of dissolved salts observed in
the filtered runoff, which amounts to 0.651 dS/m, falls below
this threshold. Consequently, it adheres to the standards
established by the IRRI, indicating that the filtered runoff can
be reused for the cultivation of plants.
Table 1. Water Salinity Test Results of the Filtered Wastewater
Runoff Using Coconut Husk Fiber Filter
SAMPLES WATER SALINITY
1 0.676 dS/m
2 0.655 dS/m
3 0.634 dS/m
4 0.636 dS/m
5 0.667 dS/m
AVERAGE 0.653 dS/m
34
Figure 4: Water Salinity Test Results of Filtered Water Samples
Using Coconut Husk Fibers
Table 2 presents the findings acquired through the
measurement of water salinity in the runoff, which underwent
filtration using water hyacinth fibers.
The study records an average water salinity measurement of
0.653 dS/m. It is worth noting that this result complies with the
prescribed benchmarks set by the International Rice Research
Institute (IRRI), as it remains below the threshold of 1.9 dS/m.
This implies that the water hyacinth filter exhibited superior
efficiency compared to the other filters, as it successfully
reduced the salinity of the runoff to the greatest extent.
Consequently, this discovery suggests that the filtered runoff,
treated by the water hyacinth, is suitable for reuse in
agricultural practices such as crop cultivation.
Table 2. Water Salinity Test Results of the Filtered Wastewater
Runoff Using Water Hyacinth Fiber Filter
SAMPLES WATER SALINITY
1 0.645 dS/m
2 0.648 dS/m
3 0.643 dS/m
4 0.616 dS/m
35
5 0.626 dS/m
AVERAGE 0.636 dS/m
Figure 5: Water Salinity Test Results of Filtered Water Samples
Using Water Hyacinth
The tabulated data furnished herein presents the outcomes
obtained from the assessment of water salinity within the runoff,
subsequent to its filtration by means of pervious concrete.
According to the information disclosed in the table, the
study reveals an average measurement of water salinity at 0.658
dS/m. It is crucial to emphasize that this recorded value aligns
with the established benchmarks stipulated by the International
Rice Research Institute (IRRI), as it remains notably below the
specified threshold of 1.9 dS/m.
Accordingly, this significant discovery signifies that the
runoff water, subsequent to undergoing filtration through porous
concrete, attains a state of suitability for subsequent
employment in agricultural practices, including the cultivation
of other crops.
Table 3. Water Salinity Test Results of the Filtered Wastewater
36
Runoff Using Pervious Concrete Filter
SAMPLES WATER SALINITY
1 0.658 dS/m
2 0.674 dS/m
3 0.641 dS/m
4 0.648 dS/m
5 0.668 dS/m
AVERAGE 0.658 dS/m
Figure 6: Water Salinity Test Results of Filtered Water Samples
Using Water Hyacinth
2. pH Level Measurement of the Filtered Wastewater Runoff
Table 4 shows the recorded pH level measurements for
individual samples of filtered water runoff, which underwent
filtration using coconut husk.
Every individual sample exhibits an elevated pH level, and
this is further evidenced by the calculated average pH value of
7.92. As outlined by the Department of Primary Industries (2013),
optimal conditions for plant growth typically necessitate a pH
range between 5.5 and 7.5 in the water. The average pH level
37
obtained from the tests conducted falls outside this optimal
range, albeit in close proximity. This alkaline nature of the
water may potentially hinder plant growth.
Table 4. pH Level Test Results of the Filtered Wastewater Runoff
Using Coconut Husk Fiber Filter
SAMPLES pH LEVEL
1 7.96
2 7.92
3 7.96
4 8.08
5 7.70
AVERAGE 7.92
Figure 7: pH Level Test Results of Filtered Water Samples Using
Coconut Husk Fibers
Table 5 presents the recorded pH level measurements for
individual samples of filtered water runoff, which underwent
filtration using water hyacinth.
It can be inferred from the table below that the average pH
level of the filtered wastewater runoff through water hyacinth is
9.09. This also fails to adhere to the standards for the pH level
for plant growth which is the 5.5 to 7.5 range. Unfortunately,
38
based on the recorded average pH level observed in the samples
treated with water hyacinth filtration, it appears that the water
might be excessively alkaline and inadequately filtered to
facilitate the growth of alternative crops.
Table 5. pH Level Test Results of the Filtered Wastewater Runoff
Using Water Hyacinth FIber Filter
SAMPLES pH LEVEL
1 8.64
2 8.46
3 8.87
4 9.08
5 9.09
AVERAGE 8.82
Figure 8: pH Level Test Results of Filtered Water Samples Using
Pervious COncrete
Table 5 illustrates the pH level measurements obtained from
distinct samples of filtered water runoff, which underwent
pervious concrete filtration.
39
The data presented in the table reveals that the average pH
level of the filtered wastewater runoff, utilizing pervious
concrete as a filtration medium, is recorded as 8.01. Notably,
this average pH level deviates from the established standards for
optimal plant growth, which typically fall within the pH range of
5.5 to 7.5.
Regrettably, based on the average pH level recorded in the
samples treated with pervious concrete filtration, it suggests
that the water may possess excessive alkalinity and inadequate
filtration efficiency, thereby posing limitations on its
suitability for cultivating alternative crops.
Table 6. pH Level Test Results of the Filtered Wastewater Runoff
Using Pervious Concrete Filter
SAMPLES pH LEVEL
1 7.92
2 8.10
3 7.90
4 8.12
5 7.99
AVERAGE 8.01
40
Figure 9: pH Level Test Results of Filtered Water Samples Using
Pervious COncrete
3. Water Toxicity Test Results through Lettuce Seed Bioassay
Table 7 presents the results of the water toxicity test of
the water samples collected using coconut husk fiber through the
lettuce seed bioassay.
It was observed that all the seeds exposed in all five
samples of filtered water using the coconut husk fiber failed to
germinate within 48 hours at normal conditions.
Based on the previous observations involving the water
samples’ pH and salinity levels, it was revealed that the high
alkalinity of the water affected the germination of the seeds.
After careful observation and further research, it can be
concluded that the high pH levels of the water samples inhibited
the germination of the seeds, which may have caused nutrient
deficiency and damage to the development of the root’s cell
membranes.
41
Table 7. Water Toxicity Test Results of the Filtered Wastewater
Runoff Using Coconut Husk Fiber Filter through Lettuce
Seed Bioassay
SAMPLES SEED GERMINATION
1 Failed to Germinate
2 Failed to Germinate
3 Failed to Germinate
4 Failed to Germinate
5 Failed to Germinate
The results of the water toxicity test conducted on the
water samples collected using water hyacinth and assessed through
the lettuce seed bioassay are presented in Table 7.
The findings revealed that none of the seeds exposed to any
of the five filtered water samples using water hyacinth were able
to germinate within 48 hours under normal conditions.
In all samples, regardless of the filtration method used
(coconut husk fibers, water hyacinth fibers, or pervious
concrete), none of the seeds showed signs of germination within a
48-hour period under normal conditions. Further examination and
research indicated that the high pH levels in the water samples
hindered seed germination by potentially causing nutrient
deficiency and damaging the development of the root's cell
membranes.
42
Table 8. Water Toxicity Test Results of the Filtered Wastewater
Runoff Using Water Hyacinth Fiber Filter through
Lettuce Seed Bioassay
SAMPLES SEED GERMINATION
1 Failed to Germinate
2 Failed to Germinate
3 Failed to Germinate
4 Failed to Germinate
5 Failed to Germinate
Table 8 displays the outcomes of the water toxicity test
conducted on the water samples collected using pervious concrete
and evaluated through the lettuce seed bioassay.
The results indicated that none of the seeds exposed to any
of the five filtered water samples utilizing water hyacinth were
capable of germinating within 48 hours under normal
circumstances.
Upon careful examination of the previous observations
pertaining to the pH and salinity levels of the water samples, it
became apparent that the heightened alkalinity of the water had
an adverse effect on seed germination. Further investigation and
analysis revealed that the elevated pH levels in the water
samples hindered seed germination by potentially inducing
nutrient deficiencies and impairing the development of the root's
cell membranes.
43
Table 9. Water Toxicity Test Results of the Filtered Wastewater
Runoff Using Pervious Concrete Filter through Lettuce
Seed Bioassay
SAMPLES SEED GERMINATION
1 Failed to Germinate
2 Failed to Germinate
3 Failed to Germinate
4 Failed to Germinate
5 Failed to Germinate
44
Chapter V
SUMMARY OF FINDINGS, CONCLUSION, AND RECOMMENDATIONS
This chapter presents a thorough summary of the research's
findings, conclusions, and recommendations. It encapsulates the
significant insights and implications derived from the data
analysis.
SUMMARY OF FINDINGS
1. Measurement of Water Salinity of the Filtered Wastewater
Runoff and Comparison to IRRI Standards
The salinity levels of the filtered runoff were evaluated in
three distinct treatments: wastewater runoff filtered through
coconut husk fiber, wastewater runoff filtered through water
hyacinth, and wastewater runoff filtered through pervious
concrete. Each treatment comprised five individual samples and
averaged.
In the first treatment, it was determined that the average
concentration of dissolved salts in the filtered wastewater
runoff was 0.651 dS/m. For the wastewater runoff filtered by
45
water hyacinth, the average water salinity of the five samples
was 0.636 dS/m, which was the lowest among the other treatments.
Lastly, for the wastewater runoff filtered by pervious concrete,
the average water salinity was 0.658 dS/m.
All of the average salinity levels of the filtered
wastewater runoff in each treatment met the standards established
by the International Rice Research Institute (IRRI) since they
were all below 1.9 dS/m.
2. Measurement of pH Level of the Filtered Wastewater Runoff and
Comparison to Acceptable Standards
The pH levels of the filtered runoff were assessed in three
distinct treatments: coconut husk fiber filtration, water
hyacinth filtration, and pervious concrete filtration of
wastewater runoff. Each treatment consisted of five individual
samples, and their average pH levels were determined.
The average pH level of the wastewater filtered through
coconut husk fiber was found to be 7.92, which was the closest to
the recommended pH range for optimal plant growth (5.5-7.5)
46
according to the Department of Primary Industries (2013).
Conversely, the wastewater runoff filtered through water hyacinth
exhibited an average pH level of 8.97. Lastly, the wastewater
runoff filtered through pervious concrete had an average pH level
of 8.01.
It is noteworthy that all average pH levels observed in each
treatment failed to meet the standards outlined by the Department
of Primary Industries, and they were excessively alkaline to
support the growth of another batch of plants.
3. Water Toxicity Test Results through Lettuce Seed Bioassay
The study evaluated the water toxicity of filtered runoff
using three treatments: coconut husk fiber filtration, water
hyacinth fiber filtration, and pervious concrete filtration of
wastewater runoff. Each treatment consisted of five individual
samples, and the germination of lettuce seeds was monitored.
In all samples, regardless of the filtration method used
(coconut husk fibers, water hyacinth, or pervious concrete), none
of the seeds showed signs of germination within a 48-hour period
under normal conditions.
47
Subsequent examination unveiled that elevated pH levels in
the water samples impeded seed germination, possibly resulting in
nutrient inadequacy and harm to the cell membranes of growing
roots.
CONCLUSIONS
Based on the findings of the study, the following
conclusions were drawn:
1. Coconut husk fiber, water hyacinth, and pervious concrete
exhibit potential as viable filtration options to reduce
salinity in wastewater runoff and adhere to the salinity
standards set by the IRRI.
2. Although coconut husk fiber filtration demonstrated
potential in approaching pH levels within the recommended
range, none of the three filtration treatments met the pH
standards set by the Department of Primary Industries for
supporting optimal plant growth. Consequently, the
suitability of these filtration methods, including coconut
husk fiber filtration, for rotational crop farming may be
questionable.
3. The observed inhibition of seed germination could be
attributed to potential nutrient deficiency and damage to
48
the development of root cell membranes caused by the
elevated pH levels of the filtered wastewater runoff.
RECOMMENDATIONS
Given the conclusions and results obtained, the subsequent
suggestions were proffered:
1. Utilizing water hyacinth fibers as a filtration medium
for wastewater runoff can effectively reduce salinity levels
and meet the standards set by the International Rice
Research Institute (IRRI), making it a favorable option for
water treatment in agricultural practices, including
rotational crop farming.
2. It is advised to consider modifying the filters,
particularly the coconut husk filter, or to investigate
alternative filtration methods or treatments capable of
effectively reducing the alkalinity of wastewater runoff to
facilitate plant growth.
3. Address the high pH levels in the filtered runoff
samples from the different filtration treatments (coconut
husk fiber, water hyacinth fiber, and pervious concrete).
This can be achieved through appropriate adjustments or
treatments to reduce pH levels, allowing for improved seed
49
germination by preventing nutrient deficiency and protecting
the development of root cell membranes.
4.For future researchers, it is important to note that while
the proposed system is operational, it may not be the most
optimal design for practical and real-life implementation.
Therefore, it is recommended that a more adaptable and
versatile model be developed to cater to the diverse
applications of this study in the future.
50
REFERENCES
Ambulkar, A. (2019). Salinity. Britannica. Retrieved on April 9,
2023, from: https://rb.gy/6yoga
Briones, R. (2021). Philippine Agriculture: Current State,
Challenges, and Ways Forward. ISSN 2508-0865. Retrieved
from: https://bit.ly/3Bp4Krh.
California Agricultural Water Stewardship Initiative (2021).
Wastewater Management. Retrieved from:
https://bit.ly/453SgTx.
Cicconi, G., & Santulli, C. (2022). Use of Coir Fibers for
Water and Air Filter. Woodhead Publishing Series in
Composites Science and Engineering. p. 345-359. Retrieved
from: https://bit.ly/42EMvKg.
Cornell University (2019). Toxicology: Why Use Lettuce Seeds as
Bioassays?. Environmental Inquiry. Retrieved from:
https://bit.ly/42CltmS.
EOS Data Analytics (2022). Sustainable Agriculture Practices &
Their Management. Retrieved from: https://bit.ly/3M8graN.
Food and Agriculture Organization (2020). Land Use in
Agriculture
by Numbers. Retrieved from: https://bit.ly/3BubCUd.
Hassan, S., Ginkel, S., Hussein, M., Abskharon, R., & Oh, S.
(2016). Toxicity Assessment Using Different Bioassays and
Microbial Biosensors. Environment International. Volumes 92–
93, July–August 2016, Pages 106-118. Retrieved from:
https://bit.ly/3W0JrWt.
International Fund for Agriculture Development (2021).
Agriculture. Retrieved on March 11, 2023, from:
https://bit.ly/3O5Ni2s.
International Rice Research Institute (2021). Water-Wise Rice
Production. Retrieved from: https://bit.ly/3W68uHB.
Kerr, J., DePinto, J., McGrath, D., Sowa, S., & Swinton, S.
(2016).
Sustainable Management of Great Lakes Watersheds Dominated
by Agricultural Land Use. Journal of Great Lakes Research.
51
Volume 42, Issue 6, December 2016, Pages 1252-1259.
Retrieved from: https://bit.ly/3OabMYc/
Kratcha, G. (2022). An Innovative Approach to Manage the
Environmental Impact of Agricultural Drainage Water.
Hankinson Public School. Retrieved from:
https://bit.ly/42SzzAc.
Lange, A. (2015). Synthesis of Porous Carbon Monoliths by Using
Porous Concrete as Template. Part II: Investigations of
Mechanical Properties. Wiley Online Library. Retrieved from:
https://bit.ly/3nZCTdV.
McMahon, M. (2023). What is Porous Concrete? About Mechanics.
Retrieved on April 8, 2023, from: https://rb.gy/gcdou
National Irrigation Association. Construction of Irrigation
System. Management Information Division-CORPLAN. Retrieved
from: https://bit.ly/3IbMB3E.
Pascale, S., Orsini, F., & Pardossi, A. (2013). Irrigation Water
Quality for Greenhouse Horticulture. Department of
Agricultural Engineering and Agronomy, University of Naples
Federico II, Italy. Retrieved from: https://bit.ly/3pIh6Io.
Patel, S., & Pandya, S. (2022). Reuse of Reverse Osmosis
Wastewater
– A Sustainable Solution for Agriculture. International
Journal of Agricultural Sciences. Volume 18 | OCAEBGD- 2022
| 57-61. Retrieved from: https://bit.ly/3I75wN1.
Philippine Statistics Authority (2022). Agriculture. Retrieved on
March 11, 2023, from: https://bit.ly/3MBIYqJ.
Priya Sanmuga, E., Selvan Senthamil, P. (2017). Water hyacinth
(Eichhornia crassipes) – An efficient and economic
adsorbent for textile effluent treatment – A Review. Arabian
Journal of Chemistry Volume 10, Supplement 2. Retrieved on
April 9, 2023, from: https://rb.gy/ran7d
Rezania, S., Ponraj, M., Talaiekhozani, A., Mohamad, S., Din, N.,
Taib, S., Sabbagh, F., & Sairan, F. (2015). Perspectives of
Phytoremediation Using Water Hyacinth for Removal of Heavy
Metals, Organic and Inorganic Pollutants in Wastewater.
Journal of Environmental Management. Volume 163, 1 November
2015, Pages 125-133. Retrieved from: https://bit.ly/42EMLZK.
52
Rutledge, K., McDaniel, M., Teng, S., Hall, H., Ramroop, T.,
Sprout, E., Hunt, J., Bourdreau, D., Costa, H. (2022).
Runoff. National Geographic. Retrieved on April 7, 2023,
from: https://rb.gy/2etvq
Safdar, H. (2019). A Review: Salinity on Plant Growth. Institute
of Soil and Environmental Sciences, University of
Agriculture, Faisalabad, Pakistan. Nature and Science
2019;17(1). Retrieved from: https://bit.ly/3MpCYB0
Shah, K., Modi, B., Pandey, H., Subedi, B., Aryal, G., Pandey,
M.,
& Shrestha, J. (2021). Diversified Crop Rotation: An
Approach for Sustainable Agriculture Production. Volume 2021
| Article ID 8924087. Retrieved from:
https://bit.ly/3BrZrXZ.
Silva, J., Borges, A., Fernandes, R., & Celeri, M. (2023).
Greywater as a Water Resource in Agriculture: The
Acceptance and Perception from Brazilian Agricultural
Technicians. Science Direct-Agricultural Water Management
Volume 280. Retrieved from: https://bit.ly/3o9BGAK.
Srinavasa, Y. (2019). pH Water and Plants Play and the Way it is
Possible to Grow a Healthy Garden. LinkedIn. Retrieved from:
https://bit.ly/3Bs7BQg.
Statista Research and Development (2022). Agriculture in the
Philippines - Statistics & Facts. Retrieved from:
Qhttps://bit.ly/430oD3D.
Statista Research Department (2022). Share of Employed Persons
in
the Philippines as of January 2022, by Sector. Retrieved on
March 14, from: https://bit.ly/42Cxfxl
The World Bank (2023). Agriculture. Retrieved on March 13, 2023,
from: https://bit.ly/42VDSut.
Trading Economics (2022). Agriculture. Retrieved from:
https://bit.ly/42MGnzk.
Westerveld, S. (2016). Small Plot Irrigation: Are You Applying
Enough? On Specialty Crops.Retrieved from:
https://bit.ly/3LWUACM.
Yan, Y. (2016). Developments in Fibers for Technical Nonwovens.
53
Woodhead Publishing Series in Textiles. Retrieved on April
7, 2023, from: https://rb.gy/67n2k
Zhang, R., Kanemaru, K., & Nakazawa T. (2015). Purification of
River Water Quality Using Precast Porous Concrete Products.
Journal of Advanced Concrete Technology. Retrieved from:
https://bit.ly/4537pEi.