What are Natural Resources: A Comprehensive Guide for Physics Students

what are natural resources

Natural resources are the essential components of the Earth’s ecosystem that provide various benefits to human society. These resources can be broadly categorized into four main groups: land, water, air, and biodiversity. This comprehensive guide will delve into the technical details and quantifiable data on natural resources, equipping physics students with a deep understanding of this crucial topic.

Land Resources

Forest Area

The total forest area globally is approximately 4.06 billion hectares, which accounts for about 31% of the Earth’s land area. Forests play a vital role in regulating the climate, providing habitats for diverse species, and supporting various ecosystem services. The distribution of forest cover can be further analyzed using the following data:

  • Boreal forests cover approximately 33% of the global forest area, with the majority located in Russia, Canada, and Scandinavia.
  • Temperate forests account for around 16% of the global forest area, primarily found in North America, Europe, and Asia.
  • Tropical forests make up the largest share, covering approximately 45% of the global forest area, with the Amazon Basin, Congo Basin, and Southeast Asia being the major hotspots.

Agricultural Soil Health

The health of agricultural soil is critical for food production. Soil degradation, caused by factors such as erosion, salinization, and nutrient depletion, affects about 33% of global agricultural land, leading to reduced fertility and productivity. To assess soil health, the following parameters can be measured:

  • Soil organic matter content: Healthy agricultural soils typically have an organic matter content ranging from 2% to 6%, which is essential for maintaining soil structure, water-holding capacity, and nutrient cycling.
  • Soil pH: The optimal pH range for most crops is between 6.0 and 7.5, as it supports the availability of essential nutrients and microbial activity.
  • Soil nutrient levels: Macronutrients such as nitrogen (N), phosphorus (P), and potassium (K) are crucial for plant growth and must be maintained at appropriate levels through sustainable management practices.

Urban Land Conversion

The rate of urban land conversion is significant, with an estimated 1.3% of global agricultural land being converted to urban use annually. This rapid urbanization can have profound impacts on natural ecosystems and food security. To quantify the extent of urban land conversion, the following data can be analyzed:

  • Global urban population growth rate: The world’s urban population has been growing at a rate of approximately 1.84% per year, leading to the expansion of urban areas.
  • Percentage of global population living in urban areas: Currently, around 56% of the world’s population resides in urban areas, and this figure is projected to increase to 68% by 2050.
  • Spatial distribution of urban land conversion: Hotspots of urban land conversion can be identified using satellite imagery and geographic information systems (GIS) to monitor the changes in land use over time.

Water Resources

what are natural resources

Groundwater Levels

Groundwater is a critical water resource, but its levels have been declining in many regions due to overexploitation and climate change. In California, for example, groundwater levels have declined significantly over the past century, with some areas experiencing declines of up to 100 feet. To assess groundwater depletion, the following data can be analyzed:

  • Groundwater withdrawal rates: The rate at which groundwater is being extracted, often for agricultural, industrial, and domestic use, can be measured to understand the sustainability of groundwater use.
  • Groundwater recharge rates: The rate at which groundwater is replenished through natural processes, such as precipitation and surface water infiltration, is crucial for maintaining a balanced groundwater system.
  • Groundwater storage changes: Monitoring the changes in groundwater storage over time can provide insights into the long-term sustainability of groundwater resources.

Water Security

Water security is a growing concern, as about 80% of the world’s population lives in areas with high water security threats. This highlights the need for sustainable water management practices to ensure the availability and quality of water resources. To quantify water security, the following indicators can be used:

  • Water stress index: This index measures the ratio of total water withdrawals to total renewable water resources, with values above 0.4 indicating high water stress.
  • Water quality index: This index assesses the physical, chemical, and biological characteristics of water, with values ranging from 0 (poor quality) to 100 (excellent quality).
  • Access to safe drinking water: The percentage of the population with access to safely managed drinking water services is a key indicator of water security.

Air Resources

Air Quality

Air quality is a critical environmental issue, with the World Health Organization (WHO) estimating that 9 out of 10 people worldwide breathe polluted air. This has significant health impacts, including increased risk of respiratory diseases, cardiovascular problems, and premature deaths. To quantify air quality, the following metrics can be used:

  • Particulate matter (PM) concentrations: PM2.5 and PM10 are widely used indicators of air pollution, with WHO guidelines recommending annual mean concentrations of no more than 5 μg/m³ and 15 μg/m³, respectively.
  • Nitrogen dioxide (NO2) levels: NO2 is a common air pollutant, and the WHO guideline for annual mean concentration is 10 μg/m³.
  • Ozone (O3) levels: Ground-level ozone is a secondary pollutant formed through the interaction of sunlight with other pollutants, and the WHO guideline for the maximum 8-hour mean is 100 μg/m³.

Biodiversity

Species Extinction

The current rate of species extinction is estimated to be 100 to 1,000 times higher than the natural rate, with many species facing extinction due to habitat destruction, climate change, and other human-induced pressures. To quantify the state of biodiversity, the following data can be analyzed:

  • IUCN Red List status: The International Union for Conservation of Nature (IUCN) Red List categorizes species based on their risk of extinction, with categories ranging from “Least Concern” to “Critically Endangered.”
  • Living Planet Index: This index, developed by the World Wide Fund for Nature (WWF), measures the average change in population abundance of vertebrate species over time, providing a global indicator of biodiversity.
  • Threatened species: The number and proportion of species classified as “Threatened” (Vulnerable, Endangered, or Critically Endangered) on the IUCN Red List can be used to assess the state of biodiversity.

Ecosystem Health

The health of ecosystems is critical for maintaining biodiversity, but there is a lack of comprehensive monitoring and data on ecosystem health at the landscape level. To assess ecosystem health, the following indicators can be considered:

  • Habitat fragmentation: The degree of fragmentation of natural habitats, often caused by human activities, can be measured using landscape metrics such as patch size, edge density, and connectivity.
  • Ecosystem services: The provision and quality of ecosystem services, such as carbon sequestration, water purification, and pollination, can be quantified to evaluate the overall health of an ecosystem.
  • Ecological integrity: Indicators of ecological integrity, such as the presence of keystone species, the diversity of functional groups, and the resilience to disturbances, can provide insights into the overall health of an ecosystem.

Quantifiable Indicators

SDG Indicators

The Sustainable Development Goals (SDGs) provide a comprehensive framework for sustainable development, but only 18 of the 231 unique indicators directly monitor natural resources. This highlights the need for more comprehensive and quantifiable indicators to track the state of natural resources and their management.

Natural Resource Valuation

The valuation of natural resources is critical for sustainable management, as it helps to quantify the economic benefits of natural resource conservation. Quantitative methods, such as cost-benefit analysis, can be used to evaluate the economic value of ecosystem services, the costs of resource depletion, and the potential benefits of conservation efforts.

Technical Specifications

Measurable Objectives

Effective measurable objectives for natural resource management should define clear baselines, set quantitative thresholds, develop protective triggers, incorporate regular measurement and monitoring, account for uncertainty, and adapt to changing conditions and knowledge. These objectives should be specific, measurable, achievable, relevant, and time-bound (SMART) to ensure effective management.

SMART Objectives

Writing SMART (Specific, Measurable, Achievable, Relevant, and Time-bound) objectives is essential for natural resource and environmental management. These objectives should be quantifiable and achievable to ensure effective management. For example, a SMART objective for forest conservation could be: “Increase the total forest area in the region by 10% from the 2020 baseline by 2030, as measured by satellite imagery.”

By understanding the technical details and quantifiable data on natural resources, physics students can develop a comprehensive understanding of this crucial topic. This knowledge can be applied in various fields, such as environmental science, renewable energy, and sustainable resource management, ultimately contributing to the sustainable use and conservation of our planet’s natural resources.

References

  1. Union of Concerned Scientists. (2015). Measuring What Matters. Retrieved from https://www.ucsusa.org/resources/measuring-what-matters
  2. BESJournals. (2024). Writing SMART objectives for natural resource and environmental management. Retrieved from https://besjournals.onlinelibrary.wiley.com/doi/full/10.1002/2688-8319.12313
  3. Research Features. (2021). Taking inventory of natural resource indicators within the Sustainable Development Goals. Retrieved from https://researchfeatures.com/taking-inventory-natural-resource-indicators-sustainable-development-goals/
  4. USDA Natural Resources Conservation Service. (n.d.). Natural Resources Assessment. Retrieved from https://www.nrcs.usda.gov/resources/data-and-reports/natural-resources-assessment
  5. ResearchGate. (n.d.). Natural Resources Valuation between Quantitative and Qualitative Information. Retrieved from https://www.researchgate.net/publication/347969177_Natural_Resources_Valuation_between_Quantitative_and_Qualitative_Information

Important Guide For Rest API Testing & RestAssured

RestAssured 1 212x300 1

In this exhaustive Rest Assured tutorial we are going to learn the Rest API Testing in depth, API Test Automation along with Rest Assured in modularised approach

What is RestAssured and its use

Rest Assured is a very widely used open source technology for REST API Automation Testing , this is based on java based library.

Rest Assured interacts with Rest API in a headless client mode, we can enhance the same request by adding different layers to form the request and create HTTP request via different HTTPS verbs to the server .

Rest Assured built in library provides enormous methods and utilities to perform the validation of the response received from the server such as status message, status code and response body .

This complete series of Rest Assured Tutorial for REST API Automation Testing consists of the following topics :

RestAssured -The rest assured tutorial api testing
Rest Assured API Automation

Getting started: Configuration of restAssured with Build tool ie Maven/gradle

STEP 1 : If you are working with maven just add the following dependency in pom.xml (you can choose any other version as well):

To get started with REST Assured, just add the dependency to your project. 

<dependency>
    <groupId>io.rest-assured</groupId>
    <artifactId>rest-assured</artifactId>
    <version>4.3.0</version>
    <scope>test</scope>
</dependency>

If you are working with gradle just add the following in build.gradle (again you can choose any other version as well):

testCompile group: 'io.rest-assured', name: 'rest-assured', version: '4.3.0'

STEP 2 : REST Assured can be integrated and used very easily with the existing unit test frameworks ie Testng,JUnit

Here we are using testNg as per the Unit Test Framework is concerned.

Once the libraries of Rest Assured is imported then we need to add the following static imports to our test classes:

import static io.restassured.RestAssured.*;

import static org.hamcrest.Matchers.*;

NOTE : For this upcoming learning purpose , we’ll test the Ergast Developer API, which can be found here. This API provides historical data related to Formula 1 races, drivers, circuits, etc .

Familiarity with the Syntax:

Rest Assured is supports BDD format(Gherkin Syntax) to write the test scripts ie in Given/When/Then/And format ,We are assuming that you have understanding on BDD/gherkin syntax , if not then we would suggest to spend 30 minutes of time to understand what is BDD(Gherkin Syntax) and how does it work and its very basic .

T-01 : Our 1st script which is basically validating number of circuits in F1 in 2017 using this API (http://ergast.com/api/f1/2017/circuits.json)

@Test(description = "Number Of Circuits In 2017 Season Should Be 20")
public void validatingNumberOfCircuits() {
   given().when().get("http://ergast.com/api/f1/2017/circuits.json").
           then().assertThat().body("MRData.CircuitTable.Circuits.circuitId", hasSize(20));
}

Rest API response validation :

1. Captures JSON response of the API request.

2. Queries for circuitId using GPath expression “MRData.CircuitTable.Circuits.circuitId”

3. Verifies the circuitId elements collection has the size of 20

Here we are  using Hamcrest matchers for various validation such as

There are various other methods which is useful to perform certain validation.

You can furthermore refer to the Hamcrest library documentation for a full list of matchers and methods.

Validating response Code :

given().when().get("http://ergast.com/api/f1/2017/circuits.json").then().assertThat().statusCode(200);

Validation of Content Type

given().when().get("http://ergast.com/api/f1/2017/circuits.json").then().assertThat().contentType(ContentType.JSON);

Validating header “Content-Length”

given().when().get("http://ergast.com/api/f1/2017/circuits.json").then().assertThat().header("Content-Length",equalTo("4551"));

Multiple Validation in a single Tests as (By using and() methods ) :

@Test(description = "Number Of Circuits In 2017 Season Should Be 20")
    public void validatingNumberOfCircuits() {
        given().when().get("http://ergast.com/api/f1/2017/circuits.json").then().assertThat().header("Content-Length",equalTo("4551")).and().statusCode(200);
    }

Validating Response Body element/attribute :

We can use JsonPath to fetch the value of the json attributes and put assertion using TestNg

@Test(description = "Validation of series Name which is f1")
    public void validatingSeriesName() {
        //Convert ResponseBody to String
        String responseBody=given().when().get("http://ergast.com/api/f1/2017/circuits.json").getBody().asString();
        //Create JsonPath Object by Passing the Response Body as a string
        JsonPath resJson=new JsonPath(responseBody);
        //Fetch the attribute value series under MRData
        String seriesName=resJson.getString("MRData.series");
        // User TestNg Assertion
        Assert.assertEquals("f1",seriesName);
    }

In the similar fashion we could get the value of XML response using XMLPath .Here we are working with JSON hence we used here JSonPath

RESTful APIs support only two types of parameters:

A. Query parameters: Here parameters are appended at the end of the API endpoint and could be identified by the question mark and forms a key value pair such as 

https://www.google.com/search?q=https://www.wikipedia.org/

Here in the above API ‘q’ is the parameter and ‘https://www.wikipedia.org/’ is value of that parameter, if we to search ‘SOMETHING_ELSE_TEXT’ we could replace the value of the parameter ‘q’ with SOMETHING_ELSE_TEXT’ inplace of https://www.wikipedia.org/ .

B. Path parameters: These are the part of RESTful API endpoint. 

eg. endpoint that we used earlier: http://ergast.com/api/f1/2017/circuits.json, here “2017” is a path parameter value.

To get a result for the year 2016 we could replace 2017 with 2016 then the API will give the response body for 2016 .

Tests using Path Params for RestAssured

@Test(description = "Validation of number of Circuits using Path Params")
    public void testWithPathParams() {
        String seasonNumber = "2017";
       String responseBody = given().pathParam("season", seasonNumber).when().get("http://ergast.com/api/f1/{season}/circuits.json").getBody().asString();
        //Create JsonPath Object by Passing the Response Body as a string
        JsonPath resJson = new JsonPath(responseBody);
        //Fetch the attribute value series under MRData
        String seriesName = resJson.getString("MRData.series");
        // User TestNg Assertion
        Assert.assertEquals("f1", seriesName);
    }

Tests using Query Params for RestAssured

@Test(description = "Validation of Google search using Query Params")
    public void testWithPathParams() {
        String searchItem = "https://www.wikipedia.org/";
  given().queryParam("q",searchItem).when().get("https://www.google.com/search").then().assertThat().statusCode(200);
    }

Parameterizing tests:

We can do data driven testing (ie same test script will be executed multiple times with different sets of input data and provide different output data) using Rest Assured 

STEP 1 : Created a testNg Data Provider .

STEP 2 : Consume the Data Provider in Test script.

@DataProvider(name="seasonsAndRaceNumbers")
    public Object[][] testDataFeed() {
        return new Object[][] {
                {"2017",20},
                {"2016",21}
        };
    }
@Test(description = "Number Of Circuits validation in different Seasons",dataProvider = "seasonsAndRaceNumbers")
    public void circuitNumberValidation(String seasonYear,int raceNumbers) {
given().pathParam("season",seasonYear).when().get("http://ergast.com/api/f1/{season}/circuits.json").then().assertThat().body("MRData.CircuitTable.Circuits.circuitId",hasSize(raceNumbers));
    }

Working with Multi -valued parameters with RestAssured 

Multi-value parameters are those parameters which has more then one value per parameter name (i.e. a list of values per paramKey), we can address them like below :

given().param("paramKey", "paramValue1", "paramaValue2").when().get(“API URL“);

Or we could prepare a list and pass the list as the value of the paramKey like :

List<String>paramValue=new new ArrayList<String>();
paramValue.add(“paramvalue1”);
paramValue.add(“paramvalue2);
given().param("paramKey", paramValue).when().get(“API URL“);
Working with cookie with RestAssured 
given().cookie("cookieK", "cookieVal").when().get("API URL");

Or 

We can also specify a multi-value cookie here like :

given().cookie("cookieK", "cookieVal1", "cookieVal2").when().get(“API  URL”);

Working with Headers :

We can specify in a request using header/headers like :

given().header(“headerK1”,”headerValue1”).header(“headerK2”,”headerValue2”).when().get(“API URL”);

Working with contentType:

given().contentType("application/json").when().get(“API URL”);

Or 

given().contentType(ContentType.JSON).when().get();

Measure the Response Time :

long timeDurationInSeconds = get(“API URL”).timeIn(SECONDS);

Rest API Authentication

REST assured supports different auth schemes, eg OAuth, digest, certificate, form and preemptive basic authentication. We either can set authentication for each and every request 

here is a sample request using the same :

given().auth().basic("uName", "pwd").when().get(“URL “) ..

On the other hand authentication and defined in the below approach for the HTTP requests:

RestAssured.authentication = basic("uName", "pwd");

Basic AUTH Types:

There are two types of basic auth, “preemptive” and “challenged token basic authentication”.

Preemptive Basic Auth:

This will send the basic authentication credential even before the server gives an unauthorized response in certain situations along with the request being triggered, thus reducing the overhead of making an additional connection. This is typically majorly occurring situations unless we’re testing the servers ability to challenge. 

Eg.

given().auth().preemptive().basic("uName", "pwd").when().get("URL").then().statusCode(200);

Challenged Basic Authentication

On the Other hand “challenged basic authentication” REST Assured will not supply the credentials unless the server has explicitly asked for it i.e. server throws the Unauthorized Response. After that UnAuthorized response Rest-Assured sends another request to the server which is the Auth.

given().auth().basic("uName", "pwd").when().get("URL").then().statusCode(200);

Digest Authentication

As of now only “challenged digest authentication” is being considered. eg:

given().auth().digest("uName", "pwd").when().get("URL").then().statusCode(200); 

Form Authentication

We could achieve this majorly in 3 different approaches depending on the Application/Scenarios:

Form authentication is one of very popular over the internet which is an user is entering his credentials ie username & password through a web page and login in to the system.This Could be addressed using this 

given().auth().form("uName", "pWd").
when().get(" URL");
then().statusCode(200);

While this might not work as it’s optimal and it may pass or fail depending on the complexity of the webpage. A better option is to provide these details when setting up the form authentication in the below approach:

given().auth().form("uName", "pwd", new FormAuthConfig("/'mention here form action name which is part of the html page code nder the form tag'", "uName", "pwd")).when().get("URL").then().statusCode(200);

In this approach the REST Assured internally wont require to trigger additional request and parse through the webpage. 

If in case you are using the default Spring Security then a predefined FormAuthConfig is triggered .

given().auth().form("uName", "Pwd", FormAuthConfig.springSecurity()).when().get("URL").then().statusCode(200);

NOTE : If we want to send additional input data along with form auth then we could write the below:

given().auth().form("uName", "pwd", formAuthConfig().withAdditionalFields("firstInputField", "secondInputField"). ..

CSRF :

CSRF stands for Cross-site request forgery.

Nowadays it’s very common for the server to provide a CSRF token with the response to avoid the CSRF security attacks. REST Assured supports this by using and automatic parser and providing CSRF token . 

In order to achieve this REST Assured need to make an additional request and parse (few position)of the website.

We can enable CSRF support by writing the below code:

given().auth().form("uName", "pwd", formAuthConfig().withAutoDetectionOfCsrf()).when().get("URL").then().statusCode(200);

In Addition to assist REST Assured and make the parsing more flawless and robust we can supply the CSRF field name (here we assuming that we’re using Spring Security default values and we could use predefined springSecurity FormAuthConfig):

given().auth().form("uName", "pwd", springSecurity().withCsrfFieldName("_csrf")).when().get("URL").then().statusCode(200);

By default the CSRF value is passed as a form parameter with the request but we can configure to send it as a header if in case its required like below:

given().auth().form("uName", "pwd", springSecurity().withCsrfFieldName("_csrf").sendCsrfTokenAsHeader()).when().get("URL").then().statusCode(200);

OAuth 1 :

OAuth 1 requires Scribe to be in the classpath. To use oAuth 1 authentication we can do:

given().auth().oauth(..).when(). ..

OAuth 2 :

given().auth().oauth2(accessToken).when(). ..

In the above approach the OAuth2 accessToken will be considered in a header. To be more explicit we can also do:

given().auth().preemptive().oauth2(accessToken).when(). ..

Passing File, byte-array, input stream or text in Request:

When sending large amounts of data to the server it’s generally a common approach to use the multipart form data technique. Rest Assured provide methods called multiPart that allows us to specify a file, byte-array, input stream or text to upload. 

given().multiPart(new File("/File_Path")).when().post("/upload");

POST Request Creation with Rest Assured

With POST and PUT requests, we send Data to Server and its basically creation of resources/updation of resources, you can consider this as a write or update operation.

The data which is being sent to the server in a POST request is sent in the body of HTTP request/API call. 

The type of content or data which is being sent can be of different format depending on the API i.e. XML, JSON or some other format is defined by the Content-Type header. 

If POST body consists of the JSON data then the header Content-Type will be application/json.Similarly , for a POST request consisting of a XML then the header Content-Type would be of application/xml type.

Here is the below code snippet for the same:

given().contentType("application/json").param("pk","pv").when().body("JsonPAyloadString").post("url").then().assertThat().statusCode(200);

NOTE: There are different ways we can pass the payload/request body  inside the method “ body “ like String(as shown in above snippet),JsonObject,as a File etc etc,

PUT Request with Rest Assured:

given().contentType("application/json").param("pk","pv").when().body("JsonPAyloadString").put("url").then().assertThat().statusCode(200);

Delete request with Rest-Assured :

given().contentType("application/json").param("pk","pv").when().delete("url").then().assertThat().statusCode(200);

And that way we can create different Rest API call for different API verbs(GET/POST/PUT/DELETE etc)

Serialization and Deserialization in Java :

Serialization is a basically processing or converting the object state to a byte stream. On the other hand the Deserialization in Java is processing or converting the byte stream to actual Java object within memory . This mechanism is used in persistence of Object.

Below is the block diagram for the same 

1ESLuGPTk5gUs9eA5 OXkbw KyHeRnO9TdX bg OEo3 ZD7BJ9HqLY HcOaf9saeK137JSzmDj7 TY2WmrlVogzLzkgmN1gvLvyaF6cdGb6psTcv0HVH98J45L4b1a0c3ucUvJ6p

Advantages of the Serialization

A. To save/persist the state of an object.

B. To flow an object across a network.

Achieving Serialization with JAVA

To achieve a Java object serializable we need to implement the java.io.Serializable interface.

The ObjectOutputStream class which contains writeObject() method responsible for serializing an Object.

The ObjectInputStream class also contains another method called readObject() which is responsible for deserializing an object.

classes which are implementing java.io.Serializable interface, there object can only be serialized.

Serializable is just a marker interface and like other market interface it has no data member or method associated with it.which is used to “mark” java classes so that objects of these classes will get certain capabilities. Like few other marker interfaces are:- Cloneable and Remote etc.

NOTEs :

1. If a parent class has implemented a Serializable interface then child class is not required to implement the same but vice-versa is not applicable.

2. Only non-static data members are stored with the Serialization process.

3. Static data members and also the transient data members are not being stored by the Serialization .So, in case if we dont need to store store the non-static data member’s value then we can make it transient.

4. Constructor is never called when an object is deserialized.

STEP 1 : The first step is basically the creation of a class which implements the Serializable interface:

import java.io.Serializable;
public class Dummy implements Serializable {
    private int i;
    private String  data;
    public Dummy(int i, String data)
    {
        this.i = i;
        this.data = data;
    }
}

STEP 2 :Create a class to serialize it :

import java.io.FileNotFoundException;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.ObjectOutputStream;
public class  Serialize {
    public static void Serialization(Object classObject, String fileName) {
        try {
            FileOutputStream fileStream = new FileOutputStream(fileName);
            ObjectOutputStream objectStream = new ObjectOutputStream(fileStream);
            objectStream.writeObject(classObject);
            objectStream.close();
            fileStream.close();
        } catch (FileNotFoundException e) {
            // TODO Auto-generated catch block
            e.printStackTrace();
        } catch (IOException e) {
            // TODO Auto-generated catch block
            e.printStackTrace();
        }
    }
    public static void main(String[] args) {
        Dummy dummyObj = new Dummy(10, "Lambda-geeks");
        Serialization(dummyObj, "DummSerialized");
    }
}

STEP 3 : Once Step2 is completed successfully then you would get to see a file got created with some data in it ,that data is basically serialized data of the Object members.

  Deserialization with java :

Here is the below code snippet :

 public static Object DeSerialize(String fileName)
    {
        try {
            FileInputStream fileStream = new FileInputStream(new File(fileName));
            ObjectInputStream objectStream = new ObjectInputStream(fileStream);
            Object deserializeObject = objectStream.readObject();
            objectStream.close();
            fileStream.close();
            return deserializeObject;
        } catch (FileNotFoundException e) {
            e.printStackTrace();
        } catch (IOException e) {
            e.printStackTrace();
        } catch (ClassNotFoundException e) {
            e.printStackTrace();
        }
        return null;
    }

Driver Code goes like this :

 public static void main(String[] args) {
      /*  Dummy dummyObj = new Dummy(10, "Lambda-geeks");
        Serialization(dummyObj, "DummSerialized");
        System.out.println("--------------------------------------------------------------------------");
      */
        Dummy deSerializedRect = (Dummy) DeSerialize("DummSerialized");
        System.out.println("Data From Serialized Object " + deSerializedRect.print());
        System.out.println("--------------------------------------------------------------------------");
    }

JSONPATH More Syntax/Query :

Lets Assume a JSON as below :

{
  "OrganizationDetails": "Dummy Details of the Organization",
  "Region": "Asia",
  "Emp-Details": [
    {
      "Org": "lambda-Geeks",
      "Information": {
        "Ph": 1234567890,
        "Add": "XYZ",
        "Age": 45
      }
    },
    {
      "Org": "lambda-Geeks-2",
      "Information": {
        "Ph": 2134561230,
        "Add": "ABC",
        "Age": 35
      }
    }
  ]
}

in the above JSON , the OrganizationDetails & Region are called as Leaf node reason being they are not having any further child nodes/elements but  as on the other hand the Emp-Details having child node , hence its not referred as Leaf node.

Here if we try get the value of  OrganizationDetails then we need to use :

$.OrganizationDetails 
This will result in :
 [
  "Dummy Details of the Organization"
]

Like Wise to get the data for region we need to write :

$.Region 

If we want to find the value of  Age for the 1st Employee then we could write :

$.Emp-Details[0].Information.Age
This will result in :
[
  45
]

For the Age of the 2nd Employee  we could write like

$.Emp-Details[1].Information.Age
This will result in : 
[
  35
]

This way we can figure out the JsonPath expression/query to fetch the data for the respective fields in the JSON.

41 Interesting Application security interview questions

Application Security Interview QA 1 212x300 1

Application security interview questions

We will discuss around Application security interview questions/Penetration testing interview questions which consists of a list of Most Frequently Asked questions about security and also covered Security Engineer Interview Questions and cyber security interview questions:

Critical || Application security interview questions

Major || Application security interview questions

Basic|| Application security interview questions

Application Security interview Questions
Application Security Interview Questions

Base Level -1 || Critical || Application security interview questions

How would an HTTP program handle state?

HTTP being a stateless protocol uses cookies to handle the web application state.HTTP can handle web application state in the below approaches and maintains session :

The data might be stored in cookies or in the web server’s session.

What do you understand by Cross Site Scripting or XSS?

Cross-site Scripting abbreviated as XSS is a client-side code injection issue where the un-authorised user aims to execute malicious scripts in user’s web browser by incorporating malicious code in a web application and hence once the user visits that web application then the malicious code gets executed resulting in the cookies, session tokens along with other sensitive information to be compromised.

What are the types of XSS?

There are majorly three different categories of XSS:

Reflected XSS: In this approach, the malicious script is not stored in the database in case of this vulnerability; instead, it comes from the current HTTP request.

Stored XSS: The suspicious scripts got stored in the Database of the web application and can get initiated from there by impacted person’s action by several ways such as comment field or discussion forums, etc.

DOM XSS: In DOM (Document Object Model)XSS, the potential issues exists within the client-side code instead of the server-side code. Here in this type, the malicious script flows in the browser and acts as a source script in DOM.

This potential impact arises when a client-side code reads data from the DOM and processes this data without filtering the input.

What are the owasp top 10 of 2021 ?

Mention the owasp risk rating methodology ?

The Owasp risk rating methodologies are segregated in the different layers , such as :

Explain how does the tracert or tracerout operates ?

Tracerout or tracert as the name suggests basically monitors and analyze the route between host machine to remote machine. it performs the below activities :

What is ICMP?

ICMP stands for Internet Control Message Protocol, located at the Network layer of the OSI model, and is an integral part of the TCP/IP.

Which port is for ICMP or pinging?

Ping doesn’t require any port and uses ICMP. It is used to identify whether the remote host is in an active status or not, and also it identifies the packet loss and round-trip delay while within the communication.

Mention the list of challenges for the successful deployment and monitoring the web intrusion detection?

Mention the risk that involves from unsecure HTTP cookies with tokens ?

Access Control Violation impact gets triggered when not flagging HTTP cookies along with secure tokens.

Mention the basic design of OWASP ESAPI?

The major OWASP ESAPI design are:

What is port scanning?

Scanning of the ports to discover that there can be some weak points in the system to which un-authorised user can target and pull some critical and sensitive data information.

Mention the different types of port scans ?

What is a honeypot?

The honeypot is a computer system that mimics likely targets of cyber issues. Honeypot basically used for detection and deflection vulnerability from a legitimate target.

Among Windows and Linux which one provides security ?

Both of the OS have their pros and cons. Still, as per the security is concerned, most of the community prefer to use Linux as it provides more flexibility & security compared to Windows, considering that many security researchers have contributed to securing Linux.

Which is mostly implemented protocol on a login page?

The TLS/SSL protocol is implemented in most of the scenarios while data is in transmission layers.This is to be done to achieve the confidentiality and integrity of user’s critical and sensitive data by using encryption in the transmission layer.

What is public-key cryptography?

Public Key Cryptography (PKC), also known as asymmetric cryptography, is a cryptography protocol which requires two separate sets of keys, ie one private and another one is public for data encryption & decryption.

State the difference between private and public-key cryptography while performing the encryption and signing content?

In the case of digital signing, the sender uses the private key to sign the data and on the other hand receiver verifies and validates the data with the public key of the sender itself.

While in encryption, the sender encrypts the data with the public key of the receiver and receiver decrypt and validates it using his/her private key.

Mention the major application of the public-key cryptography?

The major use cases of public-key cryptography are :

Discuss about the Phishing issues?

In Phishing, the fake web page is being introduced to trick the user and manipulate him to submit critical and sensitive information.

What approach you can take to defend the phishing attempts?

XSS vulnerabilities verification and validation and HTTP referer header are some mitigation approaches against the phishing.

How to defend against multiple login attempts?

There are different approaches to defend against several login attempts, such as :

What is Security Testing?

Security testing is one of the major important areas of testing to identify the possible vulnerabilities in any software (any system or web or networking or Mobile or any other devices ) based application and protect their confidential and sesitive data sets from potential risk and intruders.

What is “Vulnerability”?

Answer: Vulnerability is considered as the weakness/bug/flaw in any system through which an un-authorised user can target the system or the user who is using the application.

What is Intrusion Detection?

Answer: IDS or intrusion detection system is software or hardware application that monitors a network for unapproved activity or policy violations. Under this situations it is typically reported and resolved using security information and respective event management system.

Few Intrusion Detection systems are capable enough to respond to the detected intrusion upon discovery, known as intrusion prevention systems (IPS).

Base Level -2 || Major || Application security interview questions

What are Intrusion Detection System, type :

The IDS Detection majorly of the below types :

Along with these, there is a subset of IDS types , out of which the major variants are based on anomaly detection and signature detection

What do you know about OWASP?

OWASP is known as Open Web Application Security Project is an organisation which supports secure software development.

What potential issues arises if the session tokens has insufficient randomness across range values?

Session tampering arises from the issue with session tokens having insufficient randomness within a values of range .

What is “SQL Injection”?

Answer: SQL injection is one of the most common techniques in which a code is injected in the SQL statements via a web page input that might destroy your database and potentially expose all the data from your DB.

What do you understand by SSL session and also the SSL connections ?

Answer: SSL is known as Secured Socket Layer connection establishes the communication with peer-to-peer link having both the connection maintains SSL Session.

An SSL session represents the security contract, which in terms consists of key and algorithm agreement information that takes place over a connection between an SSL client connected to an SSL server using SSL.

An SSL session is governed by security protocols that control the SSL sessions parameter negotiations between an SSL client and SSL server.

Name the two standard approaches which are used to provide protection to a password file?

Answer: Two majorly applied approaches for password file protection are

What is IPSEC?

The IPSEC also known as IP security is an Internet Engineering Task Force (IETF) standard protocols suite among the two various communication layers across the IP network. It ensures dataset integrity, authentication and also the confidentiality. It generates the authenticated data packets with encryption, decryption.

What is the OSI model :

The OSI model also known as Open Systems Interconnection ,is a model that enables communication using standard protocols with the help of diverse communication systems. The International Organization for Standardization is creating it.

What is ISDN?

ISDN stands for Integrated Services Digital Network, a circuit-switched telephone network system. It provides packet switched networks access which allows the digital transmission of voice along with data. Over this network, the quality of data and voice is much better than an analog device/phone.

What is CHAP?

CHAP, also referred as Challenge Handshake Authentication Protocol (CHAP) which is basically a P-2-P protocol (PPP) authentication protocol where the initial startup of the link is used. Also, it performs a periodic health check of the router communicates with the host.CHAP is developed by IETF (Internet Engineering Task Force).

What is USM, and what does it perform?

USM stands for the User-based Security Model, is utilised by System Management Agent for decryption , encryption, decryption, and authentication as well for SNMPv3 packets.

Mention some factors that can cause vulnerabilities?

Answer: The majority of areas that might cause the potential vulnerabilities are :

Mention the parameters list to define SSL session connection?

Answer: The attributes which all define an SSL session connection are:

What is file enumeration?

Answer: Its a type of issues where the forceful browsing takes place by manipulating the URL where the un-authorised user exploit the URL parameters and get sensitive data.

What are the advantages of intrusion detection system?

Answer: The Intrusion detection system has the below advantages:

Base Level -3 || Basic|| Application security interview questions

What is Host Intrusion Detection System?

The (HIDSs)Host-based intrusion detection systems (HIDSs) are applications that operate on information collected from individual computer systems and serves on the existing system and compare with the previous mirror/snapshot of the system and validates for whether any data modification or manipulation has been done and generates an alert based on the output.

It can also figure out which processes and users are involved in malicious activities.

What is NNIDS?

NNIDS stands for Network Node Intrusion Detection System (NNIDS), which is like a NIDS, but it’s only applicable to one host at a single point of time, not an entire subnet.

Mention three intruders classes?

There are various intruder types, such as :

Mention the components which are used in SSL?

SSL establishes the secure connections among the clients and servers.

Disclaimer: This Application security interview questions tutorial post is for educational purpose only. We don’t promote/support any activity related to security issues/conduct. Individual is solely responsible for any illegal act if any.

Comprehensive Guide to Electrical Energy Definition: A Detailed Exploration

electrical energy definition

Electrical energy is a fundamental form of energy that powers our modern world. It is generated by the movement of charged particles, such as electrons, and is derived from various primary sources like coal, natural gas, or nuclear reactions. This comprehensive guide delves into the intricate details of electrical energy, providing a wealth of technical information and quantifiable data to help you gain a deep understanding of this essential concept.

Definition and Units

Electrical energy is the energy associated with the movement of charged particles, typically measured in Joules (J). The Joule is the standard unit of electrical energy and is defined as the energy expended when a force of 1 Newton is applied over a distance of 1 meter.

The mathematical expression for electrical energy (E) is:

E = Q × V

Where:
– E is the electrical energy in Joules (J)
– Q is the electric charge in Coulombs (C)
– V is the electric potential difference in Volts (V)

This equation demonstrates the relationship between the amount of electric charge, the potential difference, and the resulting electrical energy.

Energy and Power

electrical energy definition

Electrical energy is the total amount of work done by an electric current over a period of time. It is typically measured in Joules (J). On the other hand, electrical power is the rate at which electrical energy is transferred, and it is measured in Watts (W), which is defined as 1 Joule per second (J/s).

The mathematical expression for electrical power (P) is:

P = V × I

Where:
– P is the electrical power in Watts (W)
– V is the electric potential difference in Volts (V)
– I is the electric current in Amperes (A)

This equation highlights the connection between voltage, current, and the rate of energy transfer, which is essential for understanding the efficient use and distribution of electrical energy.

Examples and Applications

Light Bulb

A 100-Watt light bulb uses 100 Joules of electrical energy per second, transforming it mostly into thermal energy and a small portion into visible light. The efficiency of the light bulb can be calculated as the ratio of the luminous energy output to the electrical energy input.

Data Centers

The power usage effectiveness (PUE) metric is used to measure the energy efficiency of data centers. A PUE of 1.0 indicates that the computing equipment uses nearly all the energy, while a PUE of 2.0 means an additional watt of IT power is required to cool and distribute power to the IT equipment for every watt of IT power used.

Energy Efficiency

Energy Proportionality

Energy proportionality is a concept that measures the relationship between the power consumed by a computer and the rate at which it performs useful work. This is an important consideration for designing energy-efficient systems, as it helps identify and minimize energy waste.

Power Usage Effectiveness (PUE)

PUE is a widely used metric for measuring the energy efficiency of data centers. It is calculated by dividing the total facility power by the IT equipment power. A lower PUE value indicates a more energy-efficient data center.

Energy Consumption

Load Inventory

A load inventory is a process that produces quantified estimates of a facility’s electricity load and consumption. This information is crucial for analyzing the demand and supply of electrical energy, enabling better planning and optimization.

Energy Index

An energy index is a measure of energy intensity that helps analyze energy consumption patterns. It is typically expressed as the ratio of energy consumption to a specific metric, such as floor area or production output, allowing for comparative analysis and identification of opportunities for improvement.

Green Software and Energy Efficiency

Energy Efficiency Goal

Green software practitioners aim to consume as little energy as possible, reducing carbon emissions and waste throughout the entire software development and deployment process. This includes optimizing code, hardware, and infrastructure to minimize the energy footprint.

Energy Proportionality in Practice

Techniques like batching jobs together can take advantage of energy proportionality, reducing energy waste and emissions. By understanding the relationship between power consumption and useful work, software developers can implement strategies to improve the overall energy efficiency of their applications.

Conclusion

Electrical energy is a fundamental form of energy that powers our modern world. This comprehensive guide has explored the definition, units, energy and power concepts, examples, energy efficiency metrics, and energy consumption analysis related to electrical energy. By understanding these technical details and quantifiable data points, you can gain a deeper appreciation for the importance of electrical energy and its efficient utilization in various applications.

References

  1. Scheidt, F. vom Medinová, H., Ludwig, N., Richter, B., Staudt, P., & Weinhardt, C. (2020). Data analytics in the electricity sector – A quantitative and qualitative literature review. Sustainable Energy Technologies and Assessments, 43, 100924. doi: 10.1016/j.seta.2020.100924
  2. U.S. Department of Energy. (n.d.). Step 2.9 Establish energy performance improvement objectives and targets. Retrieved from https://www1.eere.energy.gov/manufacturing/eguide/foundational_step_2_9.html
  3. Clean Energy Literacy. (n.d.). Energy is a Physical Quantity. Retrieved from https://cleanet.org/clean/literacy/energy1.html
  4. USAID. (n.d.). Load and Energy Consumption. Retrieved from https://www.usaid.gov/energy/powering-health/analyze-demand-supply/load-consumption
  5. Green Software Foundation. (n.d.). Energy Efficiency. Retrieved from https://learn.greensoftware.foundation/energy-efficiency/

The Wind Energy Formula: A Comprehensive Guide for Science Students

wind energy formula

The wind energy formula, Power (W) = 1/2 × ρ × A × v^3, is a fundamental equation in the field of wind energy that describes the power available in the wind. This formula is crucial for understanding the factors that influence the power output of a wind turbine and for accurately calculating the energy potential of a given wind resource.

Understanding the Wind Energy Formula

The wind energy formula is derived from the principles of fluid dynamics and the kinetic energy of moving air. Let’s break down the components of the equation:

  1. Power (W): The power output of the wind turbine, measured in watts (W).
  2. ρ (rho): The air density, measured in kilograms per cubic meter (kg/m^3). The typical value for air density at sea level is around 1.225 kg/m^3, but it can vary depending on factors such as temperature and altitude.
  3. A: The cross-sectional area of the wind turbine’s blades, measured in square meters (m^2). This is calculated using the formula A = πr^2, where r is the radius of the blades.
  4. v: The wind speed, measured in meters per second (m/s).

The key insight from this formula is that the power available in the wind is directly proportional to the cube of the wind speed (v^3). This means that a small increase in wind speed can result in a significant increase in the power output of a wind turbine.

Theoretical Foundations of the Wind Energy Formula

wind energy formula

The wind energy formula is derived from the principles of fluid dynamics and the conservation of energy. The kinetic energy of a moving fluid, such as air, is given by the equation:

Kinetic Energy = 1/2 × m × v^2

Where:
– m is the mass of the fluid
– v is the velocity of the fluid

In the case of wind energy, the mass of the fluid is the mass of the air passing through the wind turbine’s blades. This can be expressed as:

m = ρ × A × v × Δt

Where:
– ρ is the air density
– A is the cross-sectional area of the wind turbine’s blades
– v is the wind speed
– Δt is the time interval

Substituting this expression for mass into the kinetic energy equation, we get:

Kinetic Energy = 1/2 × ρ × A × v^3 × Δt

This equation represents the power available in the wind, which is the kinetic energy per unit time. Dividing the kinetic energy by the time interval Δt, we arrive at the wind energy formula:

Power (W) = 1/2 × ρ × A × v^3

Factors Affecting Wind Energy Potential

The wind energy formula highlights several key factors that influence the power output of a wind turbine:

  1. Wind Speed (v): As mentioned earlier, wind speed is the most significant variable in the wind energy formula. A small increase in wind speed can result in a large increase in power output.

  2. Air Density (ρ): Air density can vary depending on factors such as temperature, altitude, and humidity. Higher air density generally results in more power output.

  3. Blade Swept Area (A): The cross-sectional area of the wind turbine’s blades, which is calculated using the formula A = πr^2, where r is the blade radius. Larger blade swept areas can capture more wind and generate more power.

  4. Turbine Efficiency: The wind energy formula assumes an ideal scenario, but in reality, wind turbines have efficiency factors that account for losses due to blade design, generator performance, and other factors.

  5. Wind Shear: The change in wind speed with height above the ground, known as wind shear, can also affect the power output of a wind turbine. Taller turbines can capture higher wind speeds and generate more power.

Practical Applications of the Wind Energy Formula

The wind energy formula has numerous practical applications in the field of wind energy, including:

  1. Wind Resource Assessment: The formula can be used to estimate the power potential of a given wind resource, which is essential for site selection and feasibility studies.

  2. Wind Turbine Design: The formula can guide the design of wind turbine blades, generators, and other components to optimize power output.

  3. Energy Production Estimation: By combining the wind energy formula with wind speed data, the expected energy production of a wind turbine or a wind farm can be calculated.

  4. Economic Analysis: The wind energy formula can be used in economic models to assess the financial viability of wind energy projects.

  5. Grid Integration: Understanding the power output characteristics of wind turbines, as described by the wind energy formula, is crucial for integrating wind energy into the electrical grid.

Numerical Examples and Calculations

Let’s consider a few numerical examples to illustrate the application of the wind energy formula:

Example 1: Calculating the power output of a wind turbine
* Wind turbine blade radius (r) = 12 m
* Wind speed (v) = 8 m/s
* Air density (ρ) = 1.225 kg/m^3

Calculating the blade swept area:
A = πr^2 = π × (12 m)^2 = 452.4 m^2

Plugging the values into the wind energy formula:
Power (W) = 1/2 × ρ × A × v^3
Power (W) = 1/2 × 1.225 kg/m^3 × 452.4 m^2 × (8 m/s)^3
Power (W) = 343.8 kW

Example 2: Estimating the energy production of a wind farm
* Wind turbine blade radius (r) = 15 m
* Average wind speed (v) = 7 m/s
* Air density (ρ) = 1.2 kg/m^3
* Number of wind turbines in the wind farm = 20
* Operating hours per year = 2,500 hours

Calculating the blade swept area:
A = πr^2 = π × (15 m)^2 = 706.9 m^2

Plugging the values into the wind energy formula:
Power (W) = 1/2 × ρ × A × v^3
Power (W) = 1/2 × 1.2 kg/m^3 × 706.9 m^2 × (7 m/s)^3
Power (W) = 367.6 kW

Calculating the annual energy production:
Energy (kWh) = Power (kW) × Operating hours per year
Energy (kWh) = 367.6 kW × 2,500 hours
Energy (kWh) = 919,000 kWh

Total annual energy production for the wind farm:
Total Energy (kWh) = Energy (kWh) × Number of wind turbines
Total Energy (kWh) = 919,000 kWh × 20
Total Energy (kWh) = 18,380,000 kWh

These examples demonstrate how the wind energy formula can be used to estimate the power output and energy production of wind turbines and wind farms, which is crucial for project planning, feasibility studies, and economic analysis.

Conclusion

The wind energy formula, Power (W) = 1/2 × ρ × A × v^3, is a fundamental equation in the field of wind energy that describes the power available in the wind. By understanding the components of this formula and the factors that influence wind energy potential, scientists and engineers can design more efficient wind turbines, assess the viability of wind energy projects, and contribute to the ongoing development of renewable energy technologies.

Reference:

  1. Wind Resource Analysis and Power Curves – Edward Bodmer: https://edbodmer.com/wind-financial-modelling-and-resource-analysis/
  2. Analysis of Wind Data, Calculation of Energy Yield Potential, and…: https://onlinelibrary.wiley.com/doi/10.1155/2018/2716868
  3. Wind Data and Tools | Wind Research – NREL: https://www.nrel.gov/wind/data-tools.html

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