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Research Abstract

Land, People and Environment

The Problem

The Research

Data Analysis

Geo-Cultural Visual Tour

About Me and My Reserach Interests

 

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Website Design and Construction by Carlalynne C. Melendez
BIOGEOPHYSICAL DATA ANALYSIS

 

In August 1999, a detailed field survey was carried out to select communities based on biogeophysical characteristics and health conditions (See Tables 1, 2). Seven communities were selected and each location potted on a topographical map using ArcView.. The seven communities were divided into two groups based on the biogeophysical characteristics that contribute to greater or lesser pesticide exposure risk. Four communities were classified as having greater risk of pesticide exposure: Colonia Kennedy, Tireo-El Café, La Culata, and La Sabina. Three communities were classified as having lesser risk of pesticide exposure: Barrio Lindo-El Gajo, Villa La Hortaliza, and Palero. Of the seven communities surveyed, four (Colonia Kennedy, Barrio Lindo-El Gajo, Villa La Hortaliza, and Tireo-El Café) were selected for conducting the: Farm Worker Survey (1999-2000); Folk Healing Survey (2001-2002); and Health Survey (2002).  The Topographical map shows the location of the four communities and the surrounding topographical (terrain) features.

 

Table 1  Criteria for Identifying Communities Based on  Biogeophysical Characteristics

Biogeophysical Characteristics: Location of communities (windward / leeward side of mountain barrier), valley or slope location, proximity to field edge, and terrain (topography). Higher risk factors are windward side, field proximity and flat terrain.

Meteorological Conditions: Exposure to winds (speed and direction); fog, cloud cover; downwind / upwind location from pesticide spray source. Higher risk factors are downwind of prevailing winds, pesticide use and fogginess.

 

Table 2  Criteria Used for Identifying Survey Sample Potentially at Risk from Pesticide Exposure

The resident believes he/she was exposed.

Laboratory, clinical or environmental evidence corroborate exposure.

The illness and its associated symptoms is one for which pesticides have been responsible in the past for causing adverse health events.

The plausible route of exposure is such that participants would be able to accurately self-report symptoms associated with exposure on a questionnaire or during an interview.

Participants have lived in the community for more than 10 years.

 

Meteorological Survey 1998-1999

This section discusses how biogeophysical setting and meteorological conditions influence pesticide dispersal, and how the combination of these factors influence community health.  The frequency of observed meteorological conditions in the region, during a period extending from 1998-1999, were used to determine the influence of wind speed and direction and fog on pesticide exposure (See Table 3). Because these data were incomplete, additional historical meteorological observations were obtained from the Direccion Nacional de Meteorologia (National Meteorological Office) in Santo Domingo. This data set contained meteorological observations covering a period between 1970-1999.

The software WRPLOT was used to make the wind plots using both data sets. Information on each wind rose details the frequency of occurrence of wind direction on a 16-point compass, with north, east, south, and west directions going clockwise. The wind rose plots were made in 2000 to depict monthly and annual wind pattern variations. Results  from wind rose analysis show  that the prevailing or dominant winds in the region blow from the NNE, NE, E, and SE.

The wind rose plots were used to graphically depict the dominant pesticide drift transport direction of the winds in the study area. Due to the influences of local terrain, exposure of the instruments, and temporal variability of the wind, the wind rose statistics may not always be representative of true transport for an area. Other meteorological conditions may also be important for determining the formation and transport of certain atmospheric contaminants such as temperature, humidity, and temperature inversions.

However, in general, pesticide drift is often correlated with the dominant transport direction of the wind. The wind rose shown in the plots provided the best information regarding the percentage of time the direction(s) and speed(s) associated with pesticide drift, which can be expected over a period of time. The wind roses plotted for Constanza were compared to pesticide drift trajectories to obtain a qualitative assessment of how frequently pesticide drift might be expected over a period of time. Based on these results, the location and direction of the health buffers were plotted perpendicular to incoming wind.

 

Fog

In the Constanza Region, ground fog or "radiation" fog, is common. Radiation fog occurs when the air above the flat valleys cools and becomes heavier forcing the cooler air down the mountain slopes. This type of fog hugs the valley floor, often no more than a couple of hundred feet thick. The heaviest fog was observed in the Constanza and Tireo Valleys. Usually, fog lasts until mid-to-late morning but on cloudy days it was observed until early afternoon.

 

Table 3    Occurrence of Fog in Colonia Kennedy

Observations

Number of Days

Percent

Non-Fog Days

41

39.8

Fog Days

62

60.2

Total

103

100

 

When clouds overlay fog, it prevents the ground from heating by refracting heat back to the atmosphere. This means that the fog will remain on the surface for longer periods.  If pesticides are applied when fog is present, pesticide particles will mix with cloud condensation nuclei and will remain airborne for longer periods. The combination of fog, cloud cover, temperature inversions and pesticide application make for a deadly mixture.

Fog conditions were more frequently observed in Tireo-El Café, Colonia Kennedy and Villa La Hortaliza. In Barrio Lindo-El Gajo, located adjacent the   town of Constanza, fog was observed rapidly breaking up in the early morning. This could be due to heating of the surface caused by pavement and buildings. Fog was observed burning off first in the valleys. Most of the fog that was recorded dissipated first near the center of the valley and widened as the morning progressed. The margins of the valley and lower slopes were the last to burn off. The reason for this could be due to the region’s complex mountain-valley circulations patterns.

 

Table 3 shows the frequency (60.2%) of observed fog conditions in Colonia Kennedy in a 103-day period covering approximately three months from November 1998 to February 1999. These results indicate that fog is a common meteorological condition in the region, and when coupled with pesticides, could have significant human health implications.  Pesticides, which are usually applied early in the morning, can be dispersed over a large area for longer periods by fog.

As the fog moves, pesticide residues may again be available for transfer to the skin and respiratory system. In Colonia Kennedy, located above the valley floor, fog was a daily occurrence, lasting until late morning. Pesticide applicators were observed spraying the chemicals during fog conditions in Colonia Kennedy and Tireo-El Café. Applicators that spray during fog conditions may increase their chances of absorbing the suspended pesticide particles into their clothing and skin, providing an alternative contamination pathway for other members of their households. In addition, as the fog moves and shrouds nearby homes, the potential for exposure also increases.  Based on my observations, the pesticide-laden mist penetrates through the gaps in the walls and door casings, settling on skin, clothing, and furnishing.

 

ENVIRONMENTAL QUALITY ANALYSIS 2002

 

Water Use in the Constanza Region

Water use is controlled by the agribusiness sector. Their farms received substantial allotments while the communities go thirsty. The development of a massive system of irrigation canals only benefits the large landowners who use over 70 percent of the water resources (Sanchez 1999, Personal Communication). Adding insult to injury, the massively developed irrigation network is extremely inefficient. Irrigation canals require not only initial investment for construction, but also continued capital inputs for upkeep, and such additional funding is not available. The results are staggering. An estimated 50 to 90 percent of the water diverted for irrigation never reaches the fields, becoming absorbed into the earth in the many unlined and poorly maintained canals. The water that does reach the fields often achieves undesired results (Sanchez 1999, Personal Communication). The constant use of field flooding as a means of irrigation has over time led to the salinization of the soil. In addition, some of the irrigated lands have become useless through rising water tables.

The picture of environmental disaster gets worse. As land is lost, and as horticultural yields decrease, agribusiness owners move to reverse the trend by increasing the use of pesticides. Thus, after flowing through the fields, the water that remains is heavily polluted. To combat resistant insects, the local authorities apply 25 pounds of chemical per acre (Interview with Agronomist in Tireo-El Cafe, 1999). The remaining polluted water constitutes the only source of drinking water for many of the region's poor population. In Upper Colonia Kennedy, mothers who bottle-feed their infants using this polluted water source also run the risk of poisoning them.

In the entire region the drinking water crisis has become particularly acute. Given the chemical cocktail contained in its drinking water and the low state of health care, it is possible that many of the symptoms attributed to pesticides are caused or exacerbated by other agents or pathogens.

 

Water Quality Testing 2002

The specificity of the similarities between symptoms and illnesses associated with pesticide poisoning and contaminated water was questioned. It is possible that exposures to hydrogen producing bacteria and nitrites-nitrates will produce a similar constellation of symptoms as pesticide poisoning.

All the water taken from home or community supplies which were tested (N=101) using the Hach Patho Screen were contaminated with hydrogen sulfide producing bacteria which may include Salmonella, Citrobacter, Proteus, Edwardsiella, and some species of Klebsiella.

 

Water Quality Test: Nitrite-Nitrate

Nitrate is a water-soluble molecule made up of nitrogen and oxygen. As an essential component of life, nitrogen is recycled continually by plants and animals, and is found in the cells of all living things. Nitrate is also a major ingredient of farm fertilizer and is necessary for crop production. When it rains, varying nitrate amounts wash from farmland into nearby waterways. Pesticides used in conjunction with fertilizers may be carried into ground water in the same way as nitrate. Detection of nitrate in ground water may indicate the presence of pesticides, although a number of additional factors complicate this relationship. The Environmental Protection Agency (EPA) has adopted the 10-mg/L standard as the maximum contaminant level (MCL) for nitrate-nitrogen and 1 mg/L for nitrite-nitrogen for regulated public water systems (EPA Web Site, 2002). It is difficult to establish an exact level at which nitrogen concentrations in water are safe or unsafe. The intake of nitrogen from food and other sources also is important and must be considered.

Nitrate is also a major ingredient of farm fertilizer and is necessary for crop production. When it rains, varying nitrate amounts wash from farmland into nearby waterways. Pesticides used in conjunction with fertilizers may be carried into ground water in the same way as nitrate. Detection of nitrate in ground water may indicate the presence of pesticides, although a number of additional factors complicate this relationship. The Environmental Protection Agency (EPA) has adopted the 10-mg/L standard as the maximum contaminant level (MCL) for nitrate-nitrogen and 1 mg/L for nitrite-nitrogen for regulated public water systems (EPA Web Site, 2002). It is difficult to establish an exact level at which nitrogen concentrations in water are safe or unsafe. The intake of nitrogen from food and other sources also is important and must be considered.

Results from the nitrate / nitrite samples tested show that all four communities have a high percentage of drinking water samples containing nitrates/nitrites. There are two main potable water sources for the communities and town of Constanza; both water sources (aquifers) are surrounded by cultivated farmland, which are dependent on intense pesticide applications. Run off from the fields into the aquifer is the likely source of contamination. 

Table 4 show that 69 households in the four communities (69.6%) are drinking water containing nitrates. The samples that tested negative for nitrite and nitrate (N=29) were from households that purchase bottled water or traveled to natural springs to collect water. Some of the water samples that tested positive (N=69) were purchased  (bottled) or self-collected water. This could be attributed to improper rinsing of empty bottles before refilling.

In the case of Villa La Hortaliza, 22 samples tested positive for nitrates, higher than communities with greater pesticide exposure risk.  Community members get their drinking water from a pozo tubular or well, located in a high pesticide application area approximately ½ mile from the community. Water samples taken at the well tested positive for both nitrate and nitrite.

 

Table 4           Water Quality Test Results for Nitrate

 Community

N/A

Present

Absent

 Total

Barrio Lindo-El Gajo

3

9

14

26

Colonia Kennedy

 

19

6

25

Tireo-El Café

 

19

6

25

Villa La Hortaliza

 

22

3

25

 Total

3

69

29

101

Source: Environmental Survey, 2002

 

Testing for Hydrogen Sulfide Producing Bacteria, 2002

In the study region, people come in contact with different pathogens in drinking water or in rivers and streams where they bathe. Many of the gastrointestinal symptoms reported by health survey participants, that they attributed to pesticides, could have been caused by contaminated water or a combination of the two. Table 5 shows that approximately 70 percent of the water samples (N=101) tested positive for hydrogen producing bacteria.  The implication of the high percentage of contaminated water indicates that many of the self-reported symptoms of gastrointestinal origin, recorded in the health survey, might be caused by poor water quality and not pesticide exposure.

Villa La Hortaliza had the highest number of samples testing positive for hydrogen producing bacteria. Water samples taken at the well showed no contamination. However, observation of household behavior revealed that disinfective agents are not used to clean water receptacles, paving the way for bacterial growth.

 

Table 5           Water Quality Test Result for Hydrogen  Producing Bacteria

Community

N/A2

Positive

Negative

Total

Colonia Kennedy

6

13

7

26

Tireo-El  Café

 

19

6

25

Villa La  Hortaliza

5

17

3

25

Barrio Lindo

 

21

4

25

Total

11

70

20

101

Source: Environmental Survey, 2002

 

Another major concern is that the combination of poor water quality and pesticides may weaken the immune system, leaving the individual vulnerable to opportunistic diseases. One study links pesticides with weakened immune response to invading viruses, bacteria, and parasites, many of which are found in contaminated water (Repetto and Baliga, 1996: 1). As the body’s first line of defense, a weakened immune system could increase the number of people that succumb to otherwise preventable and treatable diseases.

 

 

Health Survey

Anthropological Data Analysis

 

 

All material on this web page is copyright © 2003 Carlalynne C. Melendez. All rights are reserved. Any distribution of the material found on this web page is prohibited-unless it is explicitly stated otherwise.