{"id":2899,"date":"2025-09-28T08:27:49","date_gmt":"2025-09-28T08:27:49","guid":{"rendered":"https:\/\/idsc.miami.edu\/magazine\/?p=2899"},"modified":"2026-05-27T18:31:40","modified_gmt":"2026-05-27T18:31:40","slug":"michael-s-fischer-tackles-predicting-rapid-intensification-in-hurricanes","status":"publish","type":"post","link":"https:\/\/idsc.miami.edu\/magazine\/michael-s-fischer-tackles-predicting-rapid-intensification-in-hurricanes\/","title":{"rendered":"Michael S. Fischer Tackles Predicting Rapid Intensification in Hurricanes"},"content":{"rendered":"

IDSC is pleased to welcome Michael S. Fischer, IDSC Core Faculty Member and Earth Systems Science<\/a> Assistant Professor in the Department of Atmospheric Sciences<\/a> at the Rosenstiel School of Marine Atmospheric, and Earth Science<\/a>.<\/p>\n

Michael Fischer\u00a0<\/a>was too young to remember\u00a0Hurricane Andrew<\/a>\u00a0tearing apart his family\u2019s home south of Miami in 1992, but he remembers the destruction the Category 5 behemoth left in its wake. He remembers the chainsaws and hammers pounding away as the region recovered from the historic storm. And he remembers wondering how wind and rain could cause so much damage. That curiosity quickly morphed into Fischer\u2019s passion, leading him on a lifelong quest to better understand hurricanes, why they form, and how they intensify so quickly.<\/p>\n

In his younger years, that meant eagerly waiting until 50 minutes past the hour to watch the tropical forecast and charting incoming storms on a tracking map taped to the door of the family laundry room. Now, Fischer is armed with a Ph.D. in atmospheric science and has joined the University of Miami as a joint appointment between the Frost Institute for Data Science and Computing<\/a>\u00a0(IDSC) and the\u00a0Rosenstiel School of Marine, Atmospheric, and Earth Science<\/a>.<\/p>\n

\u201cAs a kid, it was a curiosity, but now it\u2019s totally evolved into my research,\u201d he said. \u201cMy goal is that by improving our foundational understanding of what drives these systems and the strength of them, that the research that comes from that can provide tools that can generate better, more accurate forecasts, and that process can help save lives.\u201d<\/p>\n

Prior to joining UM, Fischer spent years at the\u00a0National Hurricane Center<\/a>\u00a0and\u00a0NOAA\u2019s Hurricane Research Division<\/a>, where he focused on understanding the phenomenon of hurricanes that intensify rapidly with little warning.\u00a0Ben Kirtman, the Deputy Director of IDSC and Director of the\u00a0Cooperative Institute for Marine & Atmospheric Studies<\/a> (CIMAS) at the Rosenstiel School, said he\u2019s excited to see what happens when Fischer has full access to the expertise and computational power at UM.<\/p>\n

\u201cHis work in understanding how the storm structure
\nand the large-scale environment affect the potential
\nfor rapid intensification is truly groundbreaking.\u201d<\/h4>\n

\u201cHis work in understanding how the storm structure and the large-scale environment affect the potential for rapid intensification is truly groundbreaking,\u201d Kirtman said. \u201cAs Professor Fischer brings the data-driven approach from machine learning with IDSC data science experts to the problem, I fully expect new breakthroughs in our ability to predict rapid intensification.\u201d<\/p>\n

Fischer has approached the challenge of understanding hurricane intensification in several ways.<\/p>\n

\"Hurricane

PHOTO CREDIT: NASA\/JAXA GPM Satellite Visualization<\/p><\/div>\n

While at the\u00a0National Hurricane Center<\/a>* in Miami, researchers realized he had a knack for computer programming and asked Fischer to develop a way to help forecasters get a more detailed look at storms in real-time. At the time, researchers had access to only flat, two-dimensional snapshots of each oncoming hurricane, much like seeing individual images of an MRI scan. Fischer was able to take predictions from state-of-the-art hurricane models and convert them into an interactive, three-dimensional visualization that forecasters could explore with their mouse, turning and twisting and zooming in and out of each storm.<\/p>\n

\u201cThese packages were initially used more so in a research setting,\u201d Fischer said. \u201cThis project aimed\u00a0at being the first time the hurricane specialists were really getting a\u00a03-dimensional visualization\u00a0into their workflow.\u201d<\/p>\n

Fischer has also looked to the past to understand the hurricanes of today. To do so, he focused on\u00a0Hurricane Irma<\/a>, a 2017 storm that was best known for the evacuation nightmare it caused as people drove east, west, and north to escape the storm charging up from the south. But it was Irma\u2019s two periods of rapid intensification (including a surge where it grew from a Category 3 to a Category 5 in 24 hours) that made Fischer want to analyze other storms that experienced similar intensifications. The problem was finding the data.<\/p>\n

Fischer said that radar data is invaluable, but it was all stored in \u201cclunky binary files\u201d that would take hours to process. He did just that to produce a widely cited\u00a0research paper published in Monthly Weather Review<\/a>[1]\u00a0in 2020 analyzing Irma\u2019s rapid intensification. But that agonizing process convinced Fischer that there must be a better way, so he wrote a new program to extract, organize, and simplify the data to be more accessible and understandable for researchers and forecasters. And then, he decided to make that database public, allowing any researcher to use it.<\/p>\n

\u201cMy goal is not to have my research out there,\u201d he said. \u201cMy goal is to improve our understanding of tropical cyclones, and to do that, the best way is to make this data readily available to everyone in a very user-friendly format so we can help achieve that goal as quickly as possible.\u201d<\/p>\n

Now that Fischer has started his joint appointment with IDSC and the Rosenstiel School, he hopes to advance his research in two key areas:<\/p>\n