I am a geospatial big data and AI nerd who likes to simulate the presence, activity, and movement of people to build mobility twins or digital replicas for smarter, sustainable, and resilient cities.
crowd
CityData has studied, analyzed and evaluated the universe of computer vision AI models so you don't need to! 1. Executive Summary The accurate and automated estimation of crowd sizes, particularly in scenarios involving thousands of individuals captured from aerial platforms such as drones, helicopters, or satellites, presents a
CITYPARKS
A hybrid spatio-temporal model for hourly park visitation estimation in geographically-distributed parks and public spaces by leveraging multi-source data and confidence weighting Abstract Accurate, fine-grained visitation data is crucial for park management, urban planning, and resource allocation. Traditional methods, such as manual counting or permanent sensor installation, are often costly
CITYPARKS
KABOOM! and CityData.ai unveil county-wide parks visitation trends 1. Introduction Parks and playgrounds are the vibrant arteries of our communities, fostering health, well-being, and vital social connections. In Prince George's County, Maryland, a dynamic collaboration between the national non-profit KABOOM! and CityData.ai is revolutionizing how we
CITYPARKS
New playgrounds lead to increased engagement and positive community impact. In the heart of the Texas Hill Country, Uvalde — famously known as the "Honey Capital of the World" for its exquisite huajillo honey and stunning natural landscapes — holds a special place. Beyond its allure for outdoor enthusiasts enjoying
economic development
In today's data-driven world, economic development hinges on understanding the intricate visitation and movement patterns within our cities. To truly revitalize downtown zones, commercial areas, and business districts, cities need to understand the intricate dance of human movement. Mobility intelligence provides the detailed choreography, transforming raw data into
govtech 100
GovTech 100 list for the sixth consecutive year is a testament to the company's innovation, growth, and impact in the government technology vertical! We're thrilled to announce CITYDATA.ai has been named to the prestigious GovTech 100 list for the sixth consecutive year! This remarkable achievement
uam
My previous blog post, "Ideal Take-off and Landing Spots for eVTOLs," explored the crucial first step in realizing the potential of Urban Air Mobility (UAM): identifying optimal locations for vertiports. We delved into the factors influencing vertiport placement, considering aspects like proximity to demand centers, airspace regulations, and
parks and recreation
Understanding visitation patterns to various points of interest (POIs) like parks, trails, downtowns, business districts, shopping malls, restaurants, and individual businesses is crucial for urban planning, economic development, and tourism. Anonymized GPS crowdsourced data offers a rich source of information for measuring these visits and dwell times. However, this data
cityflow
Understanding city-wide mobility patterns is crucial for effective urban planning. CITYFLOW.ai leverages GPS mobility data to provide a powerful lens into these patterns. However, the data represents a sample of the population, not the entire city. This blog post delves into the technical process of scaling up trip counts
uam
A Scientific Approach to Vertiport Site Selection for Urban Air Mobility using CITYSIM Imagine a future where buzzing electric vehicles weave through cityscapes, whisking passengers between rooftops. This vision of Urban Air Mobility (UAM) promises to revolutionize transportation, but its success hinges on strategically placed vertical take-off and landing locations,
geofence
Abstract: Geofences are the cornerstones of spatial analysis, underpinning applications from park visitation to customer foot traffic measurement. However, inferences about visits become particularly intricate at the geofence's edge. This article delves into these challenges, exploring the factors that inflate visit counts and proposing best practices for accurate
CITYPARKS
How CITYDATA.ai is shaping urban regeneration to help reimagine Monterrey's parks and green spaces. Monterrey, the bustling capital of Nuevo León, Mexico, is undergoing a transformation. The city's local government is leveraging the power of big data and artificial intelligence (AI) from CITYDATA.ai to