Monday, April 27, 2020

An assessment of the impacts of climate change on water resources of Senegal and Ghana - Introduction Chapter




Chapter 1
Introduction
  
Background of the Study

Africa is one of the most vulnerable regions to the adverse effects of climate change. Countries which are already poor and under-developed lack the financial, technological and human resource capabilities needed to cope with climate change. The countries of West Africa also have a high direct dependence on their natural resources, both for food, and in economic terms. West Africa encompasses several climatic zones, from humid (along the southern coast) to arid (toward the north). The main cities are mostly concentrated towards the coastal regions. Major water resources include the Niger River, Lake Chad, the Senegal River, the Gambia River, and the Volta region of Ghana. Many of the sub-region’s ecosystems (rivers, forests, plateaus, mountains, deserts) are shared across borders. Many West Africans depend directly upon their land. Much of the population (away from cities) relies on subsistence agriculture, and migratory livestock farming is also commonplace. The vast majority (around 80%) of energy demand is met through biomass use. Agricultural export is a significant contributor to GDP for many West African countries, as well as logging, and the mining and extraction of natural resources such as metals and fossil fuels.
Climate change points out the course of the worldwide and multi-year growths in atmospheric temperature and mean sea-temperature, the drop in rainfall and amount of rainfall in designated areas, and the resurgence of extreme events and natural disasters like floods and droughts. The deadly mix of global warming and an  increased variability of rainfall is resulting in the incidences of extreme events, like low flows and floods and it is expected to increase in the rate as well as in intensity all over Africa.  Current research has emphasized the growth of river flows and its effects human habitations and on the natural environment in the areas being studied for climate change impact. The extent and gravity of effect of climate change in the continent also depend on the area’s hydro-climatic conditions (Faye, 2018).
The effects of climate change are already being felt by people across Africa. Evidence shows that the change in temperature has affected the health, livelihoods, food productivity, water availability, and overall security of the African people. According to the Climate Change Vulnerability Index for 2015, seven of the ten countries most at risk from climate change are in Africa. Africa has seen a decrease in rainfall over large parts of the Sahel and Southern Africa, and an increase in parts of Central Africa. Over the past 25 years, the number of weather-related disasters, such as floods and droughts, has doubled, resulting in Africa having a higher mortality rate from droughts than any other region.  
There have been a series of droughts in the Sudano-Sahelian region of West Africa in the past thirty years, impacting on the Senegal, Volta, and Niger basins, hitting badly its ecosystems, particularly its water resources.  These developments have hurt the weak economies of 13 of the 16 countries in this region. Since the amount of rainfall has been decreasing through the years, and the way it hits the region is variable in terms of frequency, space and time, this has led to a corresponding decrease in river discharges as well as receding levels of the region’s freshwater sources. Serious consequences have happened and it has impacted on groundwater levels and it has accelerated the desertification process in the region. This has resulted in massive migration and crises in food security. There are many uncertainties and challenges brought about by effect of climate change and the existence of many other factors further compound the water resources.  The challenges and uncertainties associated with the impacts of future climate changes on water resources in West Africa are further compounded by including regional demographic factors, and non- existence or inadequate water policies, inefficient management strategies and lack of reliable and adequate data. This research describes the impact of climate change on the water resources in the economies and standard of living in the countries of Senegal and Ghana in West Africa. The goal is to find ways of mitigating the severity of the situation, and to reduce the severity of the impacts on the already stressed and poverty-stricken economies of West Africa (Oyebande, 2010).

Purpose and significance of the topic

In Africa, climate change is not a long-term scientific or technical issue, but is linked to basic human rights and poverty alleviation. In fact, the continent is at the front line of the areas being studied regarding the effect of climate fluctuations on water resources (Faye, 2018).  Scientific data on climate projections have shown solid proof that the freshwater resources are susceptible to climate change and along with it some very deadly consequences for the ecosystem it is in as well as on the human population inhabiting the area (Bates, et al., 2008).
These consequences are even deadlier in areas that have arid and semiarid climate like the one in West Africa. This then makes the continent, quite susceptible to climate change due to its low adaptive capacity and high exposure (IPCC, 2014). Several impact studies in the area of West Africa have shown that water resources are significantly impacted by climate change (Aich et al., 2014). Unfortunately, the information dissemination within the continent is weak and knowledge about the impact of climate change on the continent has been restricted due to feeble climate tracking, and chinks in the reportage have been identified (IPCC, 2014).
The well documented droughts in the 1970s have resulted in decreased water flows in numerous African river basins. The Senegal River Basin, located in West Africa, has been at the epicenter of these droughts. Based on the records, its annual average flow at one of its reference stations in Bakel fell from 1374 m3 /sec over the period 1903-1950 to 840 m3 /sec in the period 1950-1972 and continued to worsen to only 419 m3 /sec in the period 1973-2002 (ENDA-TM, 2007). The drought has affected rain-fed agriculture, reduced the occurrence of seasonal flooding in the wetlands, slowed down economic development, and consequently caused poverty in the area (Oyebande & Oyunuga, 2010). The lack of water has affected many human activities and sectors of the economy like hydropower generation, fishery and agriculture. Since water is front and center in the impacts of climate change to the economic sectors of society, like in the transport, agriculture and energy sectors (Osorio & Galiano, 2012), it is imperative to find out how climate change will affect this valuable resource in the future.
The purpose of this study is to do an assessment on the impact of climate change on the water resources system in west Africa. This topic is significant in that the result acquired from this investigation will narrow the existing research gaps and give an insight of the magnitude of the impact of climate change to the already vulnerable sub-region and will help to map sectors that are more vulnerable to climate change.
This study will also benefit scientists from all over the world who are studying similar water resource systems in their part of the world, as a reference and a benchmark on where the other water resource systems are standing. By sharing information with each other, the scientists as well as the governments they are advising can take concrete steps in fighting climate change and formulating legislation that can slow it down as well as improve the situations in their country’s respective water resource systems.
Finally, this study will be useful to students of government policy, public administration, public health as well as the environmental sciences since it will show governments, local authorities, and the people in that environment coped up with the problem of climate change, and document as well, the efforts of the people in those affected areas to cope up with the problems presented to them.


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2. Research background and development tendency in the world
There is general agreement that Africa, moving forward, will warm at a rate greater than the global annual mean; projections for the continent show a median temperature increase of between 3°C and 4°C by the end of the century (Christensen et al., 2007). The impacts of this temperature increase for West Africa are unclear, a result of the limited understanding experts have for the natural processes that drive the region’s climate, including the movement of the Inter-tropical Convergence Zone, the occurrence of the West African monsoon, and the El NiƱo-Southern Oscillation (Conway, 2009). Gaps in regional climate observations (due to an underdeveloped meteorological system in Africa), limited regional modeling of West Africa’s climate, and a limited capacity to provide accurate, high resolution projections for the region compound these challenges (Boko et al., 2007; ECOWAS-SWAC/OECD, 2008; SWAC, 2009). The impact of climate change on regional precipitation patterns is unclear; however, there is broad expectation that the African continent will become drier (Conway, 2009) and of the potential for a greater number of extremely dry and wet years in the Sahel region throughout this century, and for more severe droughts (Boko et al., 2007). The impact climate change will have on other extreme weather events (tropical cyclones, storm surges) is unclear. Sea levels along the coast of West Africa could also rise by between 0.13 to 0.56 meters over the course of the century (Meehl et al., 2007: 813; McSweeney, New & Lizcano, 2008). West Africa’s vulnerability to climate change stems from: a high regional reliance on climate-sensitive economic activities such as rain-fed agriculture, livestock rearing, fisheries and forestry; the presence of large population clusters (approximately 40 percent of the regional population) in coastal urban areas (Boko et al., 2007); the low capacity of region’s social and ecological systems to cope with climatic extremes; and existing strains on ecosystem services due to processes such as loss of productivity and deforestation. As such, climate change is broadly expected to adversely affect West Africa’s future development.  Across West Africa, much of the population relies directly on the land for survival. In Gambia for example, over 72% of the population are part of the rural economy, dependent on natural rainfall to grow food, some crops for selling, and to breed livestock. Changes in the climate therefore have a very immediate impact. An overview of the major impacts of climate change being experienced now across West Africa is given below on a sectoral basis.


1. Impacts on weather pattern
Flooding is the most prevalent disaster in North Africa, the second most common in East, South and Central Africa, and the third most common in West Africa (AWDR, 2006). In North Africa, the 2001 disastrous flood in northern Algeria resulted in about 800 deaths and economic loss of about $400 million. In Mozambique, the 2000 flood (worsened by two cyclones) caused 800 deaths, affected almost 2 million people of which about 1 million needed foods, 329,000 people were displaced and agricultural production land was destroyed (AWDR, 2006). Between July 2011 and mid-2012, a severe drought affected the entire East Africa region and was said to be “the worst drought in 60 years.
3. Impacts on Water Supply and Quality
Projections of how climate change will affect freshwater resources in West Africa are still highly uncertain, and future availability will be strongly influenced by a number of factors including population growth, migration and agricultural development (deWit and Stankiewicz, 2006). As less than half of the population of West African countries has access to a clean drinking water (Afouda et al., 2007), many communities in the region have a low capacity to cope with the additional water stress that may arise due to climate change. Observable effects of climate change on water resources in Africa include flooding, drought, change in distribution of rainfall, drying-up of rivers, melting of glaciers and the receding of bodies of water. In West Africa, the entire economies suffer when the water levels of Africa’s huge rivers drop. Ghana, for example, has become totally reliant on the hydro-electric output of the Akosombo dam on the river Volta. Mali is dependent on the river Niger for food, water and transport. However, great stretches of the river is now facing environmental devastation as a result of pollution. In Nigeria, half the population has no access to clean water. The gradual yet dramatic disappearance of the glaciers on Mount Kilimanjaro is a result of climate change (IPCC, 2001). The glaciers act as a water tower and several rivers are now drying up. It is estimated that 82% of the ice that capped the mountain, when it was first recorded in 1912, is now gone. (IPCC, 2001)

4. Impacts on Agriculture and Food
Agriculture generates 25 to 30 percent of the Gross Domestic Product (GDP) in most West African countries and employs between 50 to 90 percent of the population. Changes in seasonality, intensity and amount of rainfall could compromise agricultural production in the region, with the Intergovernmental Panel on Climate Change (IPCC) projecting a reduction in the cropping season of more than 20 percent could occur in the Sahel and Sudano-Sahelian ecological zones by 2050 (SWAC,
2009). Across Africa the landscape is changing. Droughts, heat stress and flooding have led to a reduction in crop yields and livestock productivity. East Africa is facing the worst food crisis in the 21st century. According to Oxfam, 12 million people in Ethiopia, Kenya and Somalia are in dire need of food. Rainfall has been below average with 2010/2011 being the driest year since 1950/1951, a serious problem for a continent almost entirely dependent on rain for its agriculture. Pastoralism plays an important role in the economies of many West African countries. Altered temperature, precipitation and extreme event patterns could to lead to the outbreak of climate-related animal diseases (Garba, 2010). Pastoralists may also need to change their migratory patterns, as they have done in the past in response to climatic extremes (SWAC, 2009).

5. Impacts on Human Health 
The health systems of many West African countries are weak and could face additional pressures due to changes in the distribution of water- and vector-borne diseases resulting from climate change. Conversely, a large part of the region is expected to become unsuitable for malaria transmission (Boko et al., 2007). Climate-sensitive diseases and health impacts can be high in poor countries that have minimal resources to treat and prevent illness. Examples of climate related health impacts include: Frequent and severe heat stress linked to sustained increases in temperature. The reduction in air quality that often accompanies a heat wave can lead to breathing problems and worsen respiratory diseases. The spread of Malaria may increase in areas projected to receive more precipitation and flooding. Increases in rainfall and temperature can cause spreading of dengue fever 
5. Impacts on Shelter
Severe flooding and intense droughts have led to the destruction of many homes, shelters and villages across Africa. Conflicts over resources also exacerbate these impacts and, in turn, contribute to the ongoing migration within and between countries in Africa. Extreme events displace large amounts of people, especially those who are unable to respond and rebuild after disasters, due to lack of resources. S
6. Impacts on Vulnerable Population
Women, children and the elderly are more vulnerable to climate change impacts across Africa. Women labourers often experience additional duties as caregivers and as well as from societal responses to climate change after extreme weather events (eg, male migration). The water scarcity places an additional burden on African women, who walk hours and sometimes even the elderly face graver risks due to susceptibility to infectious diseases, such as Malaria, limited mobility and reduced intake of food. The elderly face physical danger and even death due to droughts, heat stress and wildfires. Children often die from starvation, malnutrition, diarrheal diseases and flooding. (IPCC, 2014)
7. Impacts on National Security
Climate change impacts have the potential to exacerbate national security issues and increase the number of international conflicts. Conflicts often occur over the use of already limited natural resources, fertile ground and water. Access to consistent and dependable sources of water is greatly valued in many African regions. However, changes in the timing and intensity of rainfall have threatened water availability and are causing conflicts over this limited resource (IPCC, 2014).
8. Impacts on ecosystems

The coastal areas of West Africa support rich fisheries, agriculture, coastal tourism, oil and gas industries, and transportation corridors. Rising sea levels could damage coastal infrastructure, lead to flooding and the intrusion of saltwater into low-lying areas, and the loss of coastal agriculture due to soil salinization and inundation (Boko et al., 2007). Fisheries are central to food security and an important source of revenue and employment for coastal West African countries. Changes in sea temperatures and currents could impact the productivity and position of key fisheries (Boko et al, 2007). Climate change has already led to changes in freshwater and marine ecosystems in eastern and southern Africa, and terrestrial ecosystems in southern and western Africa. The extreme weather events have demonstrated the vulnerability of some of South Africa’s ecosystems. The migration patterns, geographic range and seasonal activity of many terrestrial and marine species have shifted in response to climate change. The abundance and interaction among species has also changed (IPCC, 2014). Despite the fact that the African continent has contributed the least to anthropogenic factors causing climate change, Africa is the worst hit.



4. Main research contents and methods

Fundamental research content:
The fundamental research content of this study is in line with the goals of the study as highlighted below,
a. To come up with an objective assessment on the impacts of climate change on the water resource systems in Senegal and Ghana
b. To identify the regions in Senegal and Ghana with the highest impact levels of climate change, do a correlation and a comparative analysis
c. Identify the adverse impacts of climate change in the livelihood of the people in Senegal and Ghana
d. Point out activities that could mitigate the impact of climate change on the water resources systems in Senegal and Ghana
This study will also focus on regions in Senegal and Ghana that are well known for their high climate change impacts on water resources and its overall adverse effects.





        






       



Wednesday, March 4, 2020

My Vlog on How to Come Up With Your Thesis Topic

Here's my vlog on how to come up with your thesis topic -

Establishing the Theoretical Bounds in the Relationship Between Locality, Storage, Read Efficiency, and Storage Notion in a Dynamic Searchable Symmetric Encryption - Research Significance



Establishing the Theoretical Bounds in the Relationship Between Locality, Storage, Read Efficiency, and Storage Notion in a Dynamic Searchable Symmetric Encryption
Research Significance
Searchable encryption secures the privacy of one’s search over encrypted data.  One of its popular application models allows a data owner to store encrypted data to a server which can effectively perform keyword-based search over encrypted data according to a query trapdoor submitted by a data user.  The owner’s data and the user’s queries are kept secret in the server. Recently, many searchable encryptions have been proposed to achieve better security and performance, provide secure data updatable feature, and search results verifiable capability. However, most of the existing works endow the data user unlimited search capacities and do not consider a data user’s search permissions. In practical applications, granting search privileges for data users is a very important measure to enforce data access control.
Major concern over the security of searchable encryption schemes has become an important issue for discussion. There have been attacks (Zhang, et al., 2016) that have been devised that would allow an untrusted server to recover the keywords in the client’s search tokens, and in consequence, to learn a significant amount of information about the outsourced These attacks are normally performed by utilizing information leaked in the searching and updating phase, and they are pervasive because the information leakage exists inevitably in any searchable encryption scheme. A simple yet effective adaptive attack that can fully reveal the client’s queries by injecting only a small number - usually less than 100 files - to the encrypted data store has been performed raising more concerns in terms of the safety of the customers’ data (Zhang, et al.2016). The result has been devastating since the attack not only enabled the server to learn partial information about the encrypted data, the recovered keywords have also helped the server in other statistical attacks. The essential idea of the attacks is that the server first crafts a set of files, with each containing certain keywords, then sends the files to the client and tricks the client into encrypting them. After the client has encrypted and uploaded the injected files, the server can use the tokens previously submitted by the clients to search on the injected files. By knowing which keywords are in each injected file and observing which files matches the token, the server can deduce easily which keyword is encrypted in the token (Song, et al., 2017).
Dynamic searchable symmetric encryption (DSSE) is a useful cryptographic tool in the encrypted cloud storage. It provides data dynamics that allows the client to update data over the time without losing data confidentiality and searchability. Due to this property, DSSE is highly demanded in encrypted cloud. However, many existing DSSE schemes (Cash, et al., 2014) suffer from the file-injection attacks (Zhang, et al., 2016), where the adversary can compromise the privacy of a client query by injecting a small portion of new documents to the encrypted database. To resist this attack, Zhang et al. [22] highlighted the need of forward security that was informally


Searchable encryption facilitates cloud server to search over encrypted data without decrypting the data. Single keyword based searchable encryption enables a user to access only a subset of documents, which contains the keyword of the user's interest. Verifiable Searchable Symmetric Encryption, as an important cloud security technique, allows users to retrieve the encrypted data from the cloud through keywords and verify the validity of the returned results. Dynamic update for cloud data is one of the most common and fundamental requirements for data owners in such schemes. To the best of our knowledge, the existing verifiable SSE schemes supporting data dynamic update are all based on asymmetric-key cryptography verification, which involves time-consuming operations. The overhead of verification may become a significant burden due to the sheer amount of cloud data. Therefore, how to achieve keyword search over dynamic encrypted cloud data with efficient verification is a critical unsolved problem. To address this problem, we explore achieving keyword search over dynamic encrypted cloud data with symmetric-key based verification and propose a practical scheme in this paper. In order to support the efficient verification of dynamic data, we design a novel Accumulative Authentication Tag (AAT) based on the symmetric-key cryptography to generate an authentication tag for each keyword. Benefiting from the accumulation property of our designed AAT, the authentication tag can be conveniently updated when dynamic operations on cloud data occur. In order to achieve efficient data update, we design a new secure index composed by a search table ST based on the orthogonal list and a verification list VL containing AATs. Owing to the connectivity and the flexibility of ST, the update efficiency can be significantly improved. The security analysis and the performance evaluation results show that the proposed scheme is secure and efficient (Ge, et al., 2019).

Action Research Procedural Outline, Timeline and Action Plan


                                                                                   
Action Research Procedural Outline, Timeline and Action Plan

Action Research Question: "How does integrating Jolly phonics apps on Ipad improve Literacy Reading in Kindergarten?
Control Group: 12 Kindergarten students ranging between ages 5 and 6
Experimental Group: 12 Kindergarten students
Constant Variables: Jolly Phonics Apps
Independent Variables: Jolly Phonics Apps
Dependent Variables: Improvement in literacy reading of Kindergarten students using of Jolly Phonics apps / How many Kindergarten students improve their reading?
Setting: An international school with 86 diverse nationalities of early years students. The class is comprised of 5 boys and 7 girls. Of the 12 students, there is one Mexican, Japanese, Canadian, two are Germans, and the remaining students are Chinese.

Timeline
Processes/ Actions / Steps
(What am I going to do?)
Context /
Description of the setting
(How am I going to do it?)
Needed
Resources/ Permissions
(What do I need in order to execute such actions?)
Evaluation /Data collection
(How this procedure is going to be valuable for my study? How am I going to use the different types of data collected to prove my hypotheses?)
Week 1
Oct.
8 – 12, 2018
The researcher would like to see how K2 students are comfortable with their classroom set-up.
She will conduct a survey. The survey determines how the control group students feel if new learning tools are added in the classroom. It will help her decide if students can work together or work alone on an Ipad.
It will happen in room 208.

The researcher will re arrange the literacy centers by adding reading manipulative. She will display the iPads.

The students will be called in three’s when doing the survey.

Quantitative – Survey
·         The use of 5 survey questions with yes or no answers and 1 open-ended question will determine how the students respond of different teaching tools.






Week 2
Oct.
15 - 19, 2018
In this week, during their center time, the researcher would be inspecting how the students respond to the use JP flashcards when reading the first and second group letter sound.
The researcher will call students in pairs and will record any observations how they read by combining the first and second group sounds.
Descriptive notes will be gathered.

It will happen in room 208.
·         Jolly Phonics group 1 to 3 flashcards
·         Jolly Phonics Group 3 Smart board activity app


Qualitative
·         The use Observation and Quick notes will give the researcher ideas how the use JP flashcards engage students to read.
·         The use of Notes and reflection will add information if flashcards are effective for reading.





Week 3
Oct.
22 - 26, 2018
K2 students will be asked to answer some worksheets. In this paper, they will be asked to read words by sounding the letter sound.

Example:
p a n t             r e s t

c r e p t           f l a t

c a m p           m u s t

h a n d           l a m p
The researcher will give 2 tasks to each student.
·         She will call the students in three group with 4 students on the semi round table. Each child will have a worksheet.
·         She will use the Red Level books as a questionnaire guide.
It will happen in room 208.


·         Jolly Phonics letter sound group 1 to 3 and 12 Red Level Books.

Descriptive notes will be gathered.

Quantitative
·         Work sheets
·         Jolly Books Red Level Questionnaires


The results will be examine and interpreted after the students answer the worksheet through a data.
Later on the week, Jolly phonics apps will be added on their literacy centers.
The researcher will observe how the students will react to the new teaching tool in their literacy center.
Qualitative
·         The use of Observation will help the researcher understand how students respond to JP apps on the iPads.








Week 4
Oct. 29 – Nov. 2, 2018
The result of their scores on the Jolly Phonics worksheets will be gathered.

After the students took the tests, the researcher will gather and collate the result.

Quantitative
·         Work sheets
·         Questionnaire
The researcher will be observing the students how they engage with the iPads and JP apps.



This would allow the researcher to observe students how students feel using the introduced JP application on their Ipad.
·         How many of the students can use and can’t use JP app?
·         Who shows better performance when using the app?
·         Who demonstrated failure when using the app?
Descriptive notes will be gathered.

There will be 3 literacy centers.
·         JP flashcards
·         JP Red Level Books
·         JP apps on iPad

Qualitative
The use of Observation will help the researcher understand how students respond to JP apps on the iPads.

The result will give the researcher feedback if students will show improvement when using the JP app.






Week 5
Nov.
5 - 9, 2018
The researcher will be inviting the 12 students to answer some series of questions regarding using the Jolly Phonics apps.



This interview will be conducted after the K2 students work on their iPad.

The students will be asked series of close and open questions regarding their use of Ipad and use of Jolly Phonics when reading.

She will interview the students across the week to avoid students imitating answers.
Descriptive notes will be gathered.






Qualitative
The use of Interview can be a determiner of how students feel about how the app helps them read words, phrases, and sentences.





Week 6
Nov.
12 - 16, 2018
Collate and interpret results
The researcher will analyze the result of the student’s improvement when using the JP apps. She will equate the results and examine conclusions.
The researcher will use excel for interpreting data.
After gathering the data from their surveys, observation, and interviews, the researcher would collate all the findings if the use of Jolly Phonics app is useful when integrated to literacy.

·         Qualitative
·         Notes and reflection