lidar_overview.ppt
•Download as PPT, PDF•
0 likes•3 views
LIDAR uses laser pulses to map terrain by measuring distance to targets. Airborne LIDAR systems consist of laser pulse generators, typically 1064nm or 532nm lasers, optics to direct pulses to the ground in swaths, and receivers to detect reflected pulses. Precise timing of reflections allows distance to be calculated, while onboard GPS and navigation track the aircraft position. Computer software processes massive point clouds into high resolution digital elevation models, terrain maps, and other geospatial data products.
Report
Share
Report
Share
Recommended
Lidar- light detection and ranging
LIDAR is a remote sensing method that uses light in the form of a pulsed laser to measure ranges (variable distances) to the Earth. It can be used to generate precise, three-dimensional information about the structure of objects and terrain. LIDAR involves the measurement of distance to a target by illuminating that target with laser light and measuring the reflected pulses with a sensor. Differences in laser return times and wavelengths can then be used to make digital 3D representations of the target. LIDAR originated in the 1960s and has various applications including terrain mapping, atmospheric studies, robotics, autonomous vehicles, archaeology, geology and forestry.
Eastern WV LiDAR Acquisition
This document provides an overview of an Eastern West Virginia LiDAR acquisition project. Key details include the project was 100% complete, products are being delivered as completed, and specifications were designed to meet FEMA and USGS requirements. Contact information is provided for several project managers from Dewberry and USGS.
laser communication pptx.pptx
Laser communication systems transmit information via laser beams through the atmosphere, providing a wireless alternative to fiber optic cables. They involve laser transmitters that emit laser signals, and receivers with telescopes and detectors that receive the signals. Modulation techniques like amplitude modulation are used to encode data onto the laser beams. Applications include long distance communication between planets or satellites, as was demonstrated by the LADEE mission which achieved a record breaking 622 Mbps data transmission between the Moon and Earth using laser communication.
LIDAR
Lidar is an acronym for light detection and ranging. It is an optical remote sensing technology that can measure the distance to, or other properties of a target by illuminating the target with light, often using pulses from a laser.
bc_fp_lidar_pres_moskal.ppt
LiDAR uses laser pulses to measure distances to surfaces and create 3D point clouds. It provides accurate elevation data day or night. Sources of error include scan angle, strip adjustment, ground point selection, interpolation, and visualization. Acquisition factors like flight parameters and weather affect data quality. Processing involves correcting systematic errors between flight lines and filtering points. Derivative products include DEMs, DTMs, and intensity images. Validation is needed due to inherent errors introduced during data collection and processing.
Airborne Laser Scanning Remote Sensing with LiDAR.ppt
1. Airborne laser scanning (ALS), also known as LiDAR, is an active remote sensing technology that uses laser light to measure distances.
2. There are two main types of ALS systems - waveform systems that record the full energy pulse and discrete-return systems that sample returns if the laser reflection exceeds an energy threshold.
3. ALS has various applications including generating high-resolution digital elevation models, mapping forest structure, and measuring changes in terrain and vegetation over time.
LIDAR
LIDAR uses pulsed laser light to measure distance by illuminating targets and analyzing reflections. It can be used to create high-resolution 3D maps of physical features and is useful for applications in fields like agriculture, biology, engineering and law enforcement. LIDAR offers advantages over other mapping methods like higher accuracy, faster data collection and greater data density.
LiDAR.pptx
This document provides an overview of light detection and ranging (LiDAR) technology. It discusses the need for LiDAR to enable remote sensing, automation, and object identification. The basic working principle of LiDAR is described, which involves using laser pulses to measure the time it takes for light to reflect off objects and return. Key design considerations for LiDAR systems are highlighted, such as laser wavelength and power, pulse repetition rate, and challenges like background noise. Applications of LiDAR and related technologies are presented along with examples of further research opportunities.
Recommended
Lidar- light detection and ranging
LIDAR is a remote sensing method that uses light in the form of a pulsed laser to measure ranges (variable distances) to the Earth. It can be used to generate precise, three-dimensional information about the structure of objects and terrain. LIDAR involves the measurement of distance to a target by illuminating that target with laser light and measuring the reflected pulses with a sensor. Differences in laser return times and wavelengths can then be used to make digital 3D representations of the target. LIDAR originated in the 1960s and has various applications including terrain mapping, atmospheric studies, robotics, autonomous vehicles, archaeology, geology and forestry.
Eastern WV LiDAR Acquisition
This document provides an overview of an Eastern West Virginia LiDAR acquisition project. Key details include the project was 100% complete, products are being delivered as completed, and specifications were designed to meet FEMA and USGS requirements. Contact information is provided for several project managers from Dewberry and USGS.
laser communication pptx.pptx
Laser communication systems transmit information via laser beams through the atmosphere, providing a wireless alternative to fiber optic cables. They involve laser transmitters that emit laser signals, and receivers with telescopes and detectors that receive the signals. Modulation techniques like amplitude modulation are used to encode data onto the laser beams. Applications include long distance communication between planets or satellites, as was demonstrated by the LADEE mission which achieved a record breaking 622 Mbps data transmission between the Moon and Earth using laser communication.
LIDAR
Lidar is an acronym for light detection and ranging. It is an optical remote sensing technology that can measure the distance to, or other properties of a target by illuminating the target with light, often using pulses from a laser.
bc_fp_lidar_pres_moskal.ppt
LiDAR uses laser pulses to measure distances to surfaces and create 3D point clouds. It provides accurate elevation data day or night. Sources of error include scan angle, strip adjustment, ground point selection, interpolation, and visualization. Acquisition factors like flight parameters and weather affect data quality. Processing involves correcting systematic errors between flight lines and filtering points. Derivative products include DEMs, DTMs, and intensity images. Validation is needed due to inherent errors introduced during data collection and processing.
Airborne Laser Scanning Remote Sensing with LiDAR.ppt
1. Airborne laser scanning (ALS), also known as LiDAR, is an active remote sensing technology that uses laser light to measure distances.
2. There are two main types of ALS systems - waveform systems that record the full energy pulse and discrete-return systems that sample returns if the laser reflection exceeds an energy threshold.
3. ALS has various applications including generating high-resolution digital elevation models, mapping forest structure, and measuring changes in terrain and vegetation over time.
LIDAR
LIDAR uses pulsed laser light to measure distance by illuminating targets and analyzing reflections. It can be used to create high-resolution 3D maps of physical features and is useful for applications in fields like agriculture, biology, engineering and law enforcement. LIDAR offers advantages over other mapping methods like higher accuracy, faster data collection and greater data density.
LiDAR.pptx
This document provides an overview of light detection and ranging (LiDAR) technology. It discusses the need for LiDAR to enable remote sensing, automation, and object identification. The basic working principle of LiDAR is described, which involves using laser pulses to measure the time it takes for light to reflect off objects and return. Key design considerations for LiDAR systems are highlighted, such as laser wavelength and power, pulse repetition rate, and challenges like background noise. Applications of LiDAR and related technologies are presented along with examples of further research opportunities.
Radar
RADAR (Radio Detection and Ranging) uses radio pulses transmitted in the direction of a target and observes the reflection to detect and study distant targets. It measures a target's range, angles, size, speed, and features. The major radar components are an antenna, transmitter, receiver and display. Radar operates at different frequency bands and is used for applications like air traffic control, weather monitoring, and navigation.
Als seminar
This document discusses airborne laser scanning (ALS) and its applications. It begins by defining ALS and its history. It then describes the key components of a typical ALS system, including a laser, scanner, GPS, IMU, and control units. It discusses how ALS measures distance and collects point cloud data. Application examples are given, such as generating digital terrain models and surface models over large areas. The document also includes a case study on using ALS and high-resolution satellite data to study geomorphic features in parts of the Elbe River valley in Germany.
LiDAR technology
Light detection and ranging (LiDAR) is a remote sensing method that uses pulsed laser light to image objects and measure distances. It can be used for applications such as autonomous vehicles, forest planning and management, river surveying, and oil and gas exploration. The document discusses the history, principles, components, types, concepts and applications of LiDAR technology.
LIDAR- Modern techniques in Surveying.pptx
LIDAR is a remote sensing technology that uses laser light to densely sample the surface of the Earth. It stands for Light Detection and Ranging and is similar to RADAR but uses optical pulses instead of radio waves. LIDAR systems precisely measure distance by timing how long it takes a laser pulse to return after reflecting off an object. This allows highly accurate 3D mapping of the surface. LIDAR has many applications in fields like agriculture, archaeology, geology, hydrology and more. It provides advantages over traditional surveying through higher accuracy, data density, and independence from weather or lighting conditions. However, LIDAR cannot operate through clouds like RADAR and is limited to fair weather use.
Lidar
LIDAR is an acronym for LIght Detection And Ranging. It is an optical remote sensing technology that can measure the distance to or other properties of a target by illuminating the target with light pulse to form an image.
LIDAR
This document provides an introduction to LIDAR (Light Detection and Ranging) technology. It describes LIDAR as a remote sensing method that uses lasers to measure properties of scattered light to find range and other information of objects, similar to radar but using optical pulses. The document outlines the basic components, working principles, history and applications of LIDAR systems. It explains how LIDAR can be used for tasks like mapping terrain, monitoring forests and crops, surveying archaeological sites, and studying the atmosphere.
Lidar final ppt
Hello friends this ppt on LIDAR provides you a brief disscussion on light or laser detection technique.
Laser.pptx
Laser communication systems transmit information via laser beams through the atmosphere between two locations, such as between planets, without the need for physical connections like fiber optic cables. They use laser transmitters and receivers, with the transmitter containing a laser diode that modulates a laser signal according to input data. The receiver contains a telescope and detector that receives the signal and demodulates it. Laser communication offers benefits over radio frequency communication like higher bandwidth, lower transmission power needs, and more secure communication due to the tight beam. It has applications in defense, airports, space exploration, and more.
Lidar and sensing
LIDAR is an acronym for light detection and ranging. It is an optical remote sensing technology used to examine the surface of the earth, often using pulses from a laser.
Lidar
LiDAR is an optical remote sensing technology that uses laser light to densely sample the surface of the Earth. It can collect data quickly and accurately to generate precise, 3D information about physical features and terrain. LiDAR systems determine the distance between an object and the sensor by measuring the time delay between transmission and detection of a laser pulse. Key components include a laser, receiver, timing electronics, and computer. Applications of LiDAR include generating high-resolution maps, modeling pollution distribution, monitoring agriculture and forestry, and facilitating autonomous vehicles.
Lidar
Lidar is an optical remote sensing technology that uses light (often from a pulsed laser) to measure distance. It works by illuminating a target with a laser and analyzing the reflected light. Common components of a lidar system include a laser, scanner/optics, photodetector, and receiver electronics. Lidar has advantages over radar like faster lock-on time and narrower beam spread. Applications include agriculture, mapping, oil/gas exploration, engineering, autonomous vehicles, and atmospheric sensing from aircraft or satellites. Recent advances include lidar speed guns, Google's driverless car which uses lidar for navigation, and autonomous cruise control systems using lidar.
LiDAR Technology and Geospatial Services
An overview of Merrick's LiDAR Technology and Geospatial Services at the 4th annual SAME Technical Forum.
Introduction to li dar technology advanced remote sensing
This document provides an overview of LiDAR technology presented by Mr. Ashenafi B. It describes the components of a LiDAR system including lasers, scanners, GPS, and high-precision clocks. The principles of LiDAR are explained such as how it measures distance using time of flight and records location and orientation data. Different LiDAR types and platforms like airborne, terrestrial, and satellite are covered. Applications including DEM generation, forest inventory, and landslide analysis are listed. Advantages of LiDAR are high accuracy and weather independence while disadvantages include high costs and lack of foliage penetration.
DOC-20190524-WA0008.ppt
Synthetic aperture radar (SAR) uses the motion of the radar platform to synthesize a large antenna aperture, providing very high cross-range resolution. It collects returns sequentially and processes them as if collected simultaneously. Inverse SAR uses target motion instead of platform motion, allowing imaging of moving objects like ships. Both techniques overcome limitations of conventional radar to generate high-resolution radar images of terrain and targets.
Laser Communications
Laser communications offer a viable alternative to RF communications for inter satellite links and other applications where high-performance links are a necessity.
Radar
Radar is an electronic system that uses electromagnetic signals to detect objects by transmitting signals and receiving echoes. It was invented in the early 1900s and widely used during World War 2. A radar works by transmitting a modulated signal that bounces off a target and is detected by the receiver. Radar is used for applications like air traffic control, navigation, weather sensing, and military purposes. New technologies aim to reduce radar detection through stealth materials and synthetic aperture radar.
Lasser communication
Laser communication uses laser beams to transmit data through free space. It works similarly to fiber optic communication but through the atmosphere instead of cables. The system consists of a transmitter section that converts signals into a laser beam and a receiver section that receives the beam and extracts the data signals. Laser communication has advantages over radio including higher bandwidth and more secure communication. Its applications include satellite communication and tactical networks. Challenges include atmospheric effects like absorption, fog, and pollution that can disrupt the laser beam.
lassercobbbbbnmmunication-170320093403.pdf
Laser communication uses laser beams to transmit data through free space. It works similarly to fiber optic communication but through the atmosphere instead of cables. The system consists of a transmitter section that converts signals into a laser beam and a receiver section that receives the beam and extracts the data signals. Laser communication has advantages over radio including higher bandwidth and more secure communication. Its applications include satellite communication and tactical networks. Challenges include atmospheric effects like absorption, fog, and rain that can disrupt the laser beam.
LIDAR
LIDAR uses laser light to measure distance by illuminating a target and analyzing the reflected light. It can be used to generate highly accurate 3D models of terrain, infrastructure, and other physical features. LIDAR systems consist of a laser, scanner, photodetector, and navigation components. LIDAR has various applications in fields like geography, archaeology, environment, and autonomous vehicles due to its ability to rapidly capture precise spatial data regardless of lighting conditions.
Lidarpptbysharath copy-140316044543-phpapp01
LIDAR uses laser light to measure distance by illuminating a target and analyzing the reflected light. It can be used to generate highly accurate 3D models of terrain, infrastructure, and other physical features. LIDAR systems consist of a laser, scanner, photodetector, and navigation components. LIDAR has various applications in fields like geography, archaeology, environment, and autonomous vehicles due to its ability to rapidly capture precise spatial data regardless of lighting conditions.
Mechanical Engineering on AAI Summer Training Report-003.pdf
Mechanical Engineering PROJECT REPORT ON SUMMER VOCATIONAL TRAINING
AT MBB AIRPORT
Applications of artificial Intelligence in Mechanical Engineering.pdf
Historically, mechanical engineering has relied heavily on human expertise and empirical methods to solve complex problems. With the introduction of computer-aided design (CAD) and finite element analysis (FEA), the field took its first steps towards digitization. These tools allowed engineers to simulate and analyze mechanical systems with greater accuracy and efficiency. However, the sheer volume of data generated by modern engineering systems and the increasing complexity of these systems have necessitated more advanced analytical tools, paving the way for AI.
AI offers the capability to process vast amounts of data, identify patterns, and make predictions with a level of speed and accuracy unattainable by traditional methods. This has profound implications for mechanical engineering, enabling more efficient design processes, predictive maintenance strategies, and optimized manufacturing operations. AI-driven tools can learn from historical data, adapt to new information, and continuously improve their performance, making them invaluable in tackling the multifaceted challenges of modern mechanical engineering.
More Related Content
Similar to lidar_overview.ppt
Radar
RADAR (Radio Detection and Ranging) uses radio pulses transmitted in the direction of a target and observes the reflection to detect and study distant targets. It measures a target's range, angles, size, speed, and features. The major radar components are an antenna, transmitter, receiver and display. Radar operates at different frequency bands and is used for applications like air traffic control, weather monitoring, and navigation.
Als seminar
This document discusses airborne laser scanning (ALS) and its applications. It begins by defining ALS and its history. It then describes the key components of a typical ALS system, including a laser, scanner, GPS, IMU, and control units. It discusses how ALS measures distance and collects point cloud data. Application examples are given, such as generating digital terrain models and surface models over large areas. The document also includes a case study on using ALS and high-resolution satellite data to study geomorphic features in parts of the Elbe River valley in Germany.
LiDAR technology
Light detection and ranging (LiDAR) is a remote sensing method that uses pulsed laser light to image objects and measure distances. It can be used for applications such as autonomous vehicles, forest planning and management, river surveying, and oil and gas exploration. The document discusses the history, principles, components, types, concepts and applications of LiDAR technology.
LIDAR- Modern techniques in Surveying.pptx
LIDAR is a remote sensing technology that uses laser light to densely sample the surface of the Earth. It stands for Light Detection and Ranging and is similar to RADAR but uses optical pulses instead of radio waves. LIDAR systems precisely measure distance by timing how long it takes a laser pulse to return after reflecting off an object. This allows highly accurate 3D mapping of the surface. LIDAR has many applications in fields like agriculture, archaeology, geology, hydrology and more. It provides advantages over traditional surveying through higher accuracy, data density, and independence from weather or lighting conditions. However, LIDAR cannot operate through clouds like RADAR and is limited to fair weather use.
Lidar
LIDAR is an acronym for LIght Detection And Ranging. It is an optical remote sensing technology that can measure the distance to or other properties of a target by illuminating the target with light pulse to form an image.
LIDAR
This document provides an introduction to LIDAR (Light Detection and Ranging) technology. It describes LIDAR as a remote sensing method that uses lasers to measure properties of scattered light to find range and other information of objects, similar to radar but using optical pulses. The document outlines the basic components, working principles, history and applications of LIDAR systems. It explains how LIDAR can be used for tasks like mapping terrain, monitoring forests and crops, surveying archaeological sites, and studying the atmosphere.
Lidar final ppt
Hello friends this ppt on LIDAR provides you a brief disscussion on light or laser detection technique.
Laser.pptx
Laser communication systems transmit information via laser beams through the atmosphere between two locations, such as between planets, without the need for physical connections like fiber optic cables. They use laser transmitters and receivers, with the transmitter containing a laser diode that modulates a laser signal according to input data. The receiver contains a telescope and detector that receives the signal and demodulates it. Laser communication offers benefits over radio frequency communication like higher bandwidth, lower transmission power needs, and more secure communication due to the tight beam. It has applications in defense, airports, space exploration, and more.
Lidar and sensing
LIDAR is an acronym for light detection and ranging. It is an optical remote sensing technology used to examine the surface of the earth, often using pulses from a laser.
Lidar
LiDAR is an optical remote sensing technology that uses laser light to densely sample the surface of the Earth. It can collect data quickly and accurately to generate precise, 3D information about physical features and terrain. LiDAR systems determine the distance between an object and the sensor by measuring the time delay between transmission and detection of a laser pulse. Key components include a laser, receiver, timing electronics, and computer. Applications of LiDAR include generating high-resolution maps, modeling pollution distribution, monitoring agriculture and forestry, and facilitating autonomous vehicles.
Lidar
Lidar is an optical remote sensing technology that uses light (often from a pulsed laser) to measure distance. It works by illuminating a target with a laser and analyzing the reflected light. Common components of a lidar system include a laser, scanner/optics, photodetector, and receiver electronics. Lidar has advantages over radar like faster lock-on time and narrower beam spread. Applications include agriculture, mapping, oil/gas exploration, engineering, autonomous vehicles, and atmospheric sensing from aircraft or satellites. Recent advances include lidar speed guns, Google's driverless car which uses lidar for navigation, and autonomous cruise control systems using lidar.
LiDAR Technology and Geospatial Services
An overview of Merrick's LiDAR Technology and Geospatial Services at the 4th annual SAME Technical Forum.
Introduction to li dar technology advanced remote sensing
This document provides an overview of LiDAR technology presented by Mr. Ashenafi B. It describes the components of a LiDAR system including lasers, scanners, GPS, and high-precision clocks. The principles of LiDAR are explained such as how it measures distance using time of flight and records location and orientation data. Different LiDAR types and platforms like airborne, terrestrial, and satellite are covered. Applications including DEM generation, forest inventory, and landslide analysis are listed. Advantages of LiDAR are high accuracy and weather independence while disadvantages include high costs and lack of foliage penetration.
DOC-20190524-WA0008.ppt
Synthetic aperture radar (SAR) uses the motion of the radar platform to synthesize a large antenna aperture, providing very high cross-range resolution. It collects returns sequentially and processes them as if collected simultaneously. Inverse SAR uses target motion instead of platform motion, allowing imaging of moving objects like ships. Both techniques overcome limitations of conventional radar to generate high-resolution radar images of terrain and targets.
Laser Communications
Laser communications offer a viable alternative to RF communications for inter satellite links and other applications where high-performance links are a necessity.
Radar
Radar is an electronic system that uses electromagnetic signals to detect objects by transmitting signals and receiving echoes. It was invented in the early 1900s and widely used during World War 2. A radar works by transmitting a modulated signal that bounces off a target and is detected by the receiver. Radar is used for applications like air traffic control, navigation, weather sensing, and military purposes. New technologies aim to reduce radar detection through stealth materials and synthetic aperture radar.
Lasser communication
Laser communication uses laser beams to transmit data through free space. It works similarly to fiber optic communication but through the atmosphere instead of cables. The system consists of a transmitter section that converts signals into a laser beam and a receiver section that receives the beam and extracts the data signals. Laser communication has advantages over radio including higher bandwidth and more secure communication. Its applications include satellite communication and tactical networks. Challenges include atmospheric effects like absorption, fog, and pollution that can disrupt the laser beam.
lassercobbbbbnmmunication-170320093403.pdf
Laser communication uses laser beams to transmit data through free space. It works similarly to fiber optic communication but through the atmosphere instead of cables. The system consists of a transmitter section that converts signals into a laser beam and a receiver section that receives the beam and extracts the data signals. Laser communication has advantages over radio including higher bandwidth and more secure communication. Its applications include satellite communication and tactical networks. Challenges include atmospheric effects like absorption, fog, and rain that can disrupt the laser beam.
LIDAR
LIDAR uses laser light to measure distance by illuminating a target and analyzing the reflected light. It can be used to generate highly accurate 3D models of terrain, infrastructure, and other physical features. LIDAR systems consist of a laser, scanner, photodetector, and navigation components. LIDAR has various applications in fields like geography, archaeology, environment, and autonomous vehicles due to its ability to rapidly capture precise spatial data regardless of lighting conditions.
Lidarpptbysharath copy-140316044543-phpapp01
LIDAR uses laser light to measure distance by illuminating a target and analyzing the reflected light. It can be used to generate highly accurate 3D models of terrain, infrastructure, and other physical features. LIDAR systems consist of a laser, scanner, photodetector, and navigation components. LIDAR has various applications in fields like geography, archaeology, environment, and autonomous vehicles due to its ability to rapidly capture precise spatial data regardless of lighting conditions.
Similar to lidar_overview.ppt (20)
Introduction to li dar technology advanced remote sensing
Introduction to li dar technology advanced remote sensing
Recently uploaded
Mechanical Engineering on AAI Summer Training Report-003.pdf
Mechanical Engineering PROJECT REPORT ON SUMMER VOCATIONAL TRAINING
AT MBB AIRPORT
Applications of artificial Intelligence in Mechanical Engineering.pdf
Historically, mechanical engineering has relied heavily on human expertise and empirical methods to solve complex problems. With the introduction of computer-aided design (CAD) and finite element analysis (FEA), the field took its first steps towards digitization. These tools allowed engineers to simulate and analyze mechanical systems with greater accuracy and efficiency. However, the sheer volume of data generated by modern engineering systems and the increasing complexity of these systems have necessitated more advanced analytical tools, paving the way for AI.
AI offers the capability to process vast amounts of data, identify patterns, and make predictions with a level of speed and accuracy unattainable by traditional methods. This has profound implications for mechanical engineering, enabling more efficient design processes, predictive maintenance strategies, and optimized manufacturing operations. AI-driven tools can learn from historical data, adapt to new information, and continuously improve their performance, making them invaluable in tackling the multifaceted challenges of modern mechanical engineering.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Comparative analysis between traditional aquaponics and reconstructed aquapon...
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Rainfall intensity duration frequency curve statistical analysis and modeling...
Using data from 41 years in Patna’ India’ the study’s goal is to analyze the trends of how often it rains on a weekly, seasonal, and annual basis (1981−2020). First, utilizing the intensity-duration-frequency (IDF) curve and the relationship by statistically analyzing rainfall’ the historical rainfall data set for Patna’ India’ during a 41 year period (1981−2020), was evaluated for its quality. Changes in the hydrologic cycle as a result of increased greenhouse gas emissions are expected to induce variations in the intensity, length, and frequency of precipitation events. One strategy to lessen vulnerability is to quantify probable changes and adapt to them. Techniques such as log-normal, normal, and Gumbel are used (EV-I). Distributions were created with durations of 1, 2, 3, 6, and 24 h and return times of 2, 5, 10, 25, and 100 years. There were also mathematical correlations discovered between rainfall and recurrence interval.
Findings: Based on findings, the Gumbel approach produced the highest intensity values, whereas the other approaches produced values that were close to each other. The data indicates that 461.9 mm of rain fell during the monsoon season’s 301st week. However, it was found that the 29th week had the greatest average rainfall, 92.6 mm. With 952.6 mm on average, the monsoon season saw the highest rainfall. Calculations revealed that the yearly rainfall averaged 1171.1 mm. Using Weibull’s method, the study was subsequently expanded to examine rainfall distribution at different recurrence intervals of 2, 5, 10, and 25 years. Rainfall and recurrence interval mathematical correlations were also developed. Further regression analysis revealed that short wave irrigation, wind direction, wind speed, pressure, relative humidity, and temperature all had a substantial influence on rainfall.
Originality and value: The results of the rainfall IDF curves can provide useful information to policymakers in making appropriate decisions in managing and minimizing floods in the study area.
Software Engineering and Project Management - Introduction, Modeling Concepts...
Introduction, Modeling Concepts and Class Modeling: What is Object orientation? What is OO development? OO Themes; Evidence for usefulness of OO development; OO modeling history. Modeling
as Design technique: Modeling, abstraction, The Three models. Class Modeling: Object and Class Concept, Link and associations concepts, Generalization and Inheritance, A sample class model, Navigation of class models, and UML diagrams
Building the Analysis Models: Requirement Analysis, Analysis Model Approaches, Data modeling Concepts, Object Oriented Analysis, Scenario-Based Modeling, Flow-Oriented Modeling, class Based Modeling, Creating a Behavioral Model.
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
原版一模一样【微信：741003700 】【(爱大毕业证书)爱荷华大学毕业证成绩单】【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
办理(爱大毕业证书)爱荷华大学毕业证【微信：741003700 】外观非常简单，由纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理(爱大毕业证书)爱荷华大学毕业证【微信：741003700 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理(爱大毕业证书)爱荷华大学毕业证【微信：741003700 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理(爱大毕业证书)爱荷华大学毕业证【微信：741003700 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
Variable frequency drive .A Variable Frequency Drive (VFD) is an electronic device used to control the speed and torque of an electric motor by varying the frequency and voltage of its power supply. VFDs are widely used in industrial applications for motor control, providing significant energy savings and precise motor operation.
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
原版制作(Humboldt毕业证书)柏林大学毕业证学位证一模一样
原件一模一样【微信：bwp0011】《(Humboldt毕业证书)柏林大学毕业证学位证》【微信：bwp0011】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问微bwp0011
【主营项目】
一.毕业证【微bwp0011】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【微bwp0011】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
SCALING OF MOS CIRCUITS m .pptx
this ppt explains about scaling parameters of the mosfet it is basically vlsi subject
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
原版一模一样【微信：741003700 】【美国波士顿大学毕业证学历学位证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Software Engineering and Project Management - Software Testing + Agile Method...
Software Testing: A Strategic Approach to Software Testing, Strategic Issues, Test Strategies for Conventional Software, Test Strategies for Object -Oriented Software, Validation Testing, System Testing, The Art of Debugging.
Agile Methodology: Before Agile – Waterfall, Agile Development.
Gas agency management system project report.pdf
The project entitled "Gas Agency" is done to make the manual process easier by making it a computerized system for billing and maintaining stock. The Gas Agencies get the order request through phone calls or by personal from their customers and deliver the gas cylinders to their address based on their demand and previous delivery date. This process is made computerized and the customer's name, address and stock details are stored in a database. Based on this the billing for a customer is made simple and easier, since a customer order for gas can be accepted only after completing a certain period from the previous delivery. This can be calculated and billed easily through this. There are two types of delivery like domestic purpose use delivery and commercial purpose use delivery. The bill rate and capacity differs for both. This can be easily maintained and charged accordingly.
Generative AI Use cases applications solutions and implementation.pdf
Generative AI solutions encompass a range of capabilities from content creation to complex problem-solving across industries. Implementing generative AI involves identifying specific business needs, developing tailored AI models using techniques like GANs and VAEs, and integrating these models into existing workflows. Data quality and continuous model refinement are crucial for effective implementation. Businesses must also consider ethical implications and ensure transparency in AI decision-making. Generative AI's implementation aims to enhance efficiency, creativity, and innovation by leveraging autonomous generation and sophisticated learning algorithms to meet diverse business challenges.
https://www.leewayhertz.com/generative-ai-use-cases-and-applications/
Recently uploaded (20)
Mechanical Engineering on AAI Summer Training Report-003.pdf
Mechanical Engineering on AAI Summer Training Report-003.pdf
Applications of artificial Intelligence in Mechanical Engineering.pdf
Applications of artificial Intelligence in Mechanical Engineering.pdf
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
4. Mosca vol I -Fisica-Tipler-5ta-Edicion-Vol-1.pdf
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...
Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
Software Engineering and Project Management - Software Testing + Agile Method...
Software Engineering and Project Management - Software Testing + Agile Method...
Generative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdf
lidar_overview.ppt
- 1. Introduction to LIDAR Mapping Technology LIDAR (Light Detection and Ranging) ALSM (Airborne Laser Swath Mapping) and laser altimetry LASER (Light Amplification by the Stimulated Emission of Radiation) •Amplified electromagnetic radiation of a specific frequency and wavelength generated by stimulated emission. •The radiation emitted by a laser consists of a coherent beam of photons, all in phase and having the same polarization • Commonly generated in the UV-Visible-IR spectral range
- 3. Laser Pulse Generators Airborne topographic mapping lidars - use 1064 nm diode-pumped YAG lasers Bathymetric systems generally use 532 nm diode-pumped YAG lasers Scanner and optics Photodetector and receiver electronics Position and navigation systems Computer System, Memory Management and Data Processing Software
- 8. c = D / (T/2) D = distance T = Two-way Travel time Laser Pulse Reflection
- 9. •Airborne Laser Swaths / Flight Operations •Data Management System •Laser Pulse Generation •Laser Pulse Detection •Post-Processing / Error Corrections •Post-Processing / Data Filtering •Digital Modeling •Image Production
- 10. laser scanning systems are capable of emitting up to 100,000 pulses per second
- 37. Bainbridge Island, WA Example – 7.5-Min DRG
- 38. Bainbridge Island, WA Example – 10 m DEM
- 39. 3.6 m Bainbridge Island, WA Example – LIDAR 3.6 m DEM