Open Access. Powered by Scholars. Published by Universities.®
- Discipline
-
- Physical Sciences and Mathematics (57)
- Geographic Information Sciences (56)
- Human Geography (53)
- Physical and Environmental Geography (44)
- Nature and Society Relations (41)
-
- Arts and Humanities (37)
- Environmental Sciences (33)
- Public Affairs, Public Policy and Public Administration (29)
- Sociology (29)
- International and Area Studies (23)
- Life Sciences (20)
- Anthropology (17)
- Environmental Studies (17)
- Natural Resources Management and Policy (17)
- American Studies (16)
- Earth Sciences (16)
- Environmental Policy (16)
- Environmental Education (13)
- Leisure Studies (13)
- Natural Resource Economics (13)
- Computer Sciences (12)
- Economics (12)
- Fire Science and Firefighting (12)
- Other Environmental Sciences (12)
- Public Administration (12)
- Recreation, Parks and Tourism Administration (12)
- Remote Sensing (12)
- Oceanography and Atmospheric Sciences and Meteorology (11)
- Institution
-
- University of Nebraska - Lincoln (29)
- University of Denver (11)
- California Polytechnic State University, San Luis Obispo (10)
- Clark University (9)
- University of Richmond (9)
-
- University of South Florida (9)
- Western University (9)
- City University of New York (CUNY) (8)
- Cleveland State University (7)
- University of Kentucky (7)
- Portland State University (6)
- Eastern Illinois University (5)
- Louisiana State University (5)
- University of Northern Iowa (5)
- Western Kentucky University (5)
- South Dakota State University (4)
- The University of Southern Mississippi (4)
- University of Arkansas, Fayetteville (4)
- University of Texas at El Paso (4)
- Valparaiso University (4)
- WellBeing International (4)
- Bucknell University (3)
- Claremont Colleges (3)
- Columbus State University (3)
- Kennesaw State University (3)
- Lingnan University (3)
- Macalester College (3)
- Minnesota State University, Mankato (3)
- Old Dominion University (3)
- Singapore Management University (3)
- Keyword
-
- GIS (13)
- College of Natural Science and Mathematics (11)
- Geography and the Environment (8)
- United States (7)
- Environment (6)
-
- Nebraska (6)
- Northern Ohio Data and Information Service (NODIS) (6)
- Spatial analysis (6)
- Globalization (5)
- Sustainability (5)
- Brazil (4)
- Climate change (4)
- Colorado (4)
- Conservation (4)
- Geographic information systems (4)
- Map (4)
- Maps (4)
- Remote sensing (4)
- Vegetation classification (4)
- Development (3)
- Geography (3)
- History (3)
- Homestead National Monument (3)
- Land cover (3)
- Mapping (3)
- Migration (3)
- Tallgrass Prairie National Preserve (3)
- Tourism (3)
- Africa (2)
- Agriculture (2)
- Publication
-
- United States National Park Service: Publications (12)
- Geography (10)
- USF Tampa Graduate Theses and Dissertations (9)
- Geography and the Environment: Graduate Student Capstones (8)
- Social Sciences (7)
-
- All Maxine Goodman Levin School of Urban Affairs Publications (6)
- Master's Theses (6)
- Publications and Research (6)
- Faculty Research and Creative Activity (5)
- Department of Geography: Dissertations, Theses, and Student Research (4)
- Graduate Theses and Dissertations (4)
- Great Plains Research: A Journal of Natural and Social Sciences (through 2013) (4)
- Honors Capstones (4)
- Symposium on Research and Creative Expression (SORCE) (4)
- University of Kentucky Doctoral Dissertations (4)
- All Graduate Theses, Dissertations, and Other Capstone Projects (3)
- Columbus Community Geography Center (3)
- Electronic Theses and Dissertations (3)
- Geography Honors Projects (3)
- Geography and the Environment Faculty Publications (3)
- Geography and the Environment Poster Presentations (3)
- Journal of Global Initiatives: Policy, Pedagogy, Perspective (3)
- Masters Theses & Specialist Projects (3)
- Open Access Theses & Dissertations (3)
- South South Forum 南南論壇 (3)
- Articles and Chapters in Academic Book Collections (2)
- Asset Mapping: Community Geography Project (2)
- Computational Modeling & Simulation Engineering Theses & Dissertations (2)
- Department of Environmental Studies: Undergraduate Student Theses (2)
- Dissertations and Theses @ UNI (2)
- Publication Type
- File Type
Articles 181 - 210 of 230
Full-Text Articles in Geography
Introduction To Gis Using Open Source Software, 1st Ed, Frank Donnelly
Introduction To Gis Using Open Source Software, 1st Ed, Frank Donnelly
Open Educational Resources
This tutorial was created to accompany the GIS Practicum, a day-long workshop offered by the Newman Library at Baruch College CUNY that introduces participants to geographic information systems (GIS) using the open source software QGIS. The practicum introduces GIS as a concept for envisioning information and as a tool for conducting geographic analyses and creating maps. Participants learn how to navigate a GIS interface, how to prepare layers and conduct a basic geographic analysis, and how to create thematic maps. This tutorial was written using QGIS version 1.5 "Tethys", a cross-platform (Windows, Mac, Linux) desktop GIS software package.
A Synergetic Use Of Satellite Imagery From Sar And Optical Sensors To Improve Coastal Flood Mapping In The Gulf Of Mexico, Naira Chaouch, Marouane Temimi, Scott Hagen, John Weishampel, Stephen Medeiros, Reza Khanbilvardi
A Synergetic Use Of Satellite Imagery From Sar And Optical Sensors To Improve Coastal Flood Mapping In The Gulf Of Mexico, Naira Chaouch, Marouane Temimi, Scott Hagen, John Weishampel, Stephen Medeiros, Reza Khanbilvardi
United States Department of Commerce: Staff Publications
This work proposes a method for detecting inundation between semi-diurnal low and high water conditions in the northern Gulf of Mexico using high-resolution satellite imagery. Radarsat 1, Landsat imagery and aerial photography from the Apalachicola region in Florida were used to demonstrate and validate the algorithm. A change detection approach was implemented through the analysis of red, green and blue (RGB) false colour composites image to emphasise differences in high and low tide inundation patterns. To alleviate the effect of inherent speckle in the SAR images, we also applied ancillary optical data. The flood-prone area for the site was delineated …
Spatio-Temporal Analysis Of Crime Hotspots By Trajectories And Self-Organizing Maps, Marco Helbich, Julian Hagenauer, Michael Leitner
Spatio-Temporal Analysis Of Crime Hotspots By Trajectories And Self-Organizing Maps, Marco Helbich, Julian Hagenauer, Michael Leitner
Faculty Publications
The exploration of spatial relationships between crime incidents, the socio-economic characteristics of neighborhoods, as well as physical and structural compositions of the urban landscape is an ongoing research issue in Geographic Information Science. Spatial data mining tools improve the ability to gain knowledge from geographic data and help to understand spatio-temporal processes that contribute to the presence or absence of criminal offenses. However, most of the currently available tools focus either on the spatial, the temporal, or a combination of both aspects. But crime has a spatial and temporal component in a multidimensional attribute space. Therefore, it is reasonable to …
A Gis Analysis Of The Pre-Columbian Chaco Landscape: Applying New Tools To Old Problems, Aaron Clark, Joy Fritschle
A Gis Analysis Of The Pre-Columbian Chaco Landscape: Applying New Tools To Old Problems, Aaron Clark, Joy Fritschle
Geography & Planning Faculty Publications
No abstract provided.
A Survey Of Lidar Use By Iowa Professionals, William G. Burkett
A Survey Of Lidar Use By Iowa Professionals, William G. Burkett
Dissertations and Theses @ UNI
A combined quantitative and qualitative study was done to assess use and adoption of State of Iowa obtained lidar data by Iowa mapping professionals. A 47- question online survey had 106 respondents from throughout Iowa and neighboring states. Eleven follow-up interviews assessed adoption successes, challenges and attitudes toward the Iowa Lidar project. The data were analyzed using the theory of adoption of innovations as a theoretical framework. Results from the online survey indicate lidar is being adopted most quickly in the government sector, but private and academic users are readily adopting as need arises. Linear regression produced a model of …
Ohio's Use Of Geographic Information Systems To Demonstrate Public Participation In The Redistricting Process, Mark Salling
Ohio's Use Of Geographic Information Systems To Demonstrate Public Participation In The Redistricting Process, Mark Salling
All Maxine Goodman Levin School of Urban Affairs Publications
No abstract provided.
Gis Will Affect The Political Landscape For The Next Decade And Beyond, Mark Salling
Gis Will Affect The Political Landscape For The Next Decade And Beyond, Mark Salling
All Maxine Goodman Levin School of Urban Affairs Publications
No abstract provided.
Public Participation Geographic Information Systems For Redistricting A Case Study In Ohio, Mark Salling
Public Participation Geographic Information Systems For Redistricting A Case Study In Ohio, Mark Salling
All Maxine Goodman Levin School of Urban Affairs Publications
Public Participation Geographic Information Systems for Redistricting A Case Study in Ohio, Journal of the Urban and Regional Information Systems Association, Vol. 23, Number 1, forthcoming.
Upscaling Carbon Fluxes Over The Great Plains Grasslands: Sinks And Sources, Li Zhang, Bruce K. Wylie, Lei Ji, Tagir G. Gilmanov, Larry L. Tieszen, Daniel M. Howard
Upscaling Carbon Fluxes Over The Great Plains Grasslands: Sinks And Sources, Li Zhang, Bruce K. Wylie, Lei Ji, Tagir G. Gilmanov, Larry L. Tieszen, Daniel M. Howard
Natural Resource Management Faculty Publications
Previous studies suggested that the grasslands may be carbon sinks or near equilibrium, and they often shift between carbon sources in drought years and carbon sinks in other years. It is important to understand the responses of net ecosystem production (NEP) to various climatic conditions across the U.S. Great Plains grasslands. Based on 15 grassland flux towers, we developed a piecewise regression model and mapped the grassland NEP at 250 m spatial resolution over the Great Plains from 2000 to 2008. The results showed that the Great Plains was a net sink with an averaged annual NEP of 24 ± …
A Vegetation Reconstruction Of Union County, Pennsylvania During The Early Historical Period (1755-1855), Nick Gonsalves
A Vegetation Reconstruction Of Union County, Pennsylvania During The Early Historical Period (1755-1855), Nick Gonsalves
Honors Theses
This thesis assesses relationships between vegetation and topography and the impact of human tree-cutting on the vegetation of Union County during the early historical era (1755-1855). I use early warrant maps and forestry maps from the Pennsylvania historical archives and a warrantee map from the Union County courthouse depicting the distribution of witness trees and non-tree surveyed markers (posts and stones) in early European settlement land surveys to reconstruct the vegetation and compare vegetation by broad scale (mountains and valleys) and local scale (topographic classes with mountains and valleys) topography. I calculated marker density based on 2 km x 2 …
Climate Services To Support Sustainable Tourism And Adaptation To Climate Change, D.J. Scott, Christopher J. Lemieux, Leslie Malone
Climate Services To Support Sustainable Tourism And Adaptation To Climate Change, D.J. Scott, Christopher J. Lemieux, Leslie Malone
Geography and Environmental Studies Faculty Publications
Tourism is one of the largest global economic sectors, is a vital contributor to the economy of many nations, and is highly promoted as an important means of future development and poverty reduction in developing countries. The interface between climate and tourism is multifaceted and complex, with broad significance for tourist decision-making and expenditures, as well as industry marketing and operations worldwide. With the close relationship of tourism to the environment and climate, the integrated effects of climate change are anticipated to markedly affect tourism businesses and destinations, as well as the destination choices and mobility of individual tourists in …
Spatial And Interannual Variability Of Dissolved Organic Matter In The Kolyma River, East Siberia, Observed Using Satellite Imagery, Claire G. Griffin, Karen E. Frey, John Rogan, Robert M. Holmes
Spatial And Interannual Variability Of Dissolved Organic Matter In The Kolyma River, East Siberia, Observed Using Satellite Imagery, Claire G. Griffin, Karen E. Frey, John Rogan, Robert M. Holmes
Geography
The Kolyma River basin in northeastern Siberia, the sixth largest river basin draining to the Arctic Ocean, contains vast reserves of carbon in Pleistocene-aged permafrost soils. Permafrost degradation, as a result of climate change, may cause shifts in riverine biogeochemistry as this old source of organic matter is exposed. Satellite remote sensing offers an opportunity to complement and extrapolate field sampling of dissolved organic matter in this expansive and remote region. We develop empirically based algorithms that estimate chromophoric dissolved organic matter (CDOM) and dissolved organic carbon (DOC) in the Kolyma River and its major tributaries in the vicinity of …
A History Of Resilience Is A History Of Resistance, Melissa Ooten
A History Of Resilience Is A History Of Resistance, Melissa Ooten
Women, Gender and Sexuality Studies Faculty Publications
As an historian, I’m struck by the emphasis this documentary places on non-humans – be it animals, plants, soil, or mountains – although as a native of Appalachia, that doesn’t surprise me. The film is billed as “America’s first environmental history series: and as such, it gives us a bold, unique template of how to talk holistically about the concept of place and the specific place of Appalachia. While it may be particularly prescient to talk about the broader concept of place through ecology and other facets when analyzing the history of Appalachia, surely it is no less important when …
"We Are The Owners": Autonomy And Natural Resources In Northeastern Nicaragua, Mary Finley-Brook
"We Are The Owners": Autonomy And Natural Resources In Northeastern Nicaragua, Mary Finley-Brook
Geography and the Environment Faculty Publications
Although focused predominately on Miskitu politics, this chapter identifies various constraints to multi-ethnic self-determination, while noting barriers exist even among aid programs targeting political empowerment and community development. Nevertheless, I also explore examples of progress toward decentralization at regional and local levels regardless of an overall national context of political containment and economic exploitation.
Conservación Y Desarrollo En Las Fronteras Amazónicas Entre Perú Y Acre, Brasil, David S. Salisbury
Conservación Y Desarrollo En Las Fronteras Amazónicas Entre Perú Y Acre, Brasil, David S. Salisbury
Geography and the Environment Maps
Conservación y Desarrollo en las Fronteras Amazónicas entre Perú y Acre, Brasil
Conservation and Development in the Amazonian Frontier between Peru and Acre, Brazil
Glacial Deposits, Vol. 39, 2010-2011, Department Of Geography-Geology
Glacial Deposits, Vol. 39, 2010-2011, Department Of Geography-Geology
Glacial Deposits
Newsletter of the Department of Geography-Geology
Park Access And Distributional Inequities In Pinellas County, Florida, Kyle Ray Hirvela
Park Access And Distributional Inequities In Pinellas County, Florida, Kyle Ray Hirvela
USF Tampa Graduate Theses and Dissertations
Although environmental justice research has traditionally focused on environmental disamenities and health hazards, recent studies have begun to examine social inequities in the distribution of urban amenities such as street trees and parks that provide several direct and indirect health benefits to local residents. This thesis adds to this knowledge by evaluating distributional inequities in both distribution and access to parks in Pinellas County, the most densely populated and one of the most racially segregated counties in Florida. An important objective was to determine if neighborhoods with lower levels of park access are more likely to contain a significantly higher …
Informal Karst Education In The United States And Internationally, Leslie A. North
Informal Karst Education In The United States And Internationally, Leslie A. North
USF Tampa Graduate Theses and Dissertations
Despite the abundance of karst terrains and the important role they play in a wide variety of roles including supplying freshwater drinking supplies, no single, comprehensive study investigates the role of informal education for the improved understanding and protection of the terrains. Commonly overlooked anthropogenic karst disturbances partially occur because of the poor dissemination of scientific information to the general populace and policymakers and budgetary and time constraints of municipalities, thus generating a need to use informal education to fill these shortcomings. The purpose of this study was to: 1) establish the status of and quantify the amount of karst-related …
Food Deserts' And 'Food Swamps' In Hillsborough County, Florida: Unequal Access To Supermarkets And Fast-Food Restaurants, Dana Beth Stein
Food Deserts' And 'Food Swamps' In Hillsborough County, Florida: Unequal Access To Supermarkets And Fast-Food Restaurants, Dana Beth Stein
USF Tampa Graduate Theses and Dissertations
Research has shown that the suburbanization of supermarkets has created `food deserts', defined as areas where socially disadvantaged individuals lack access to nutritious food outlets. Additionally, the growing presence of fast-food restaurants has created `food swamps', or areas where socially disadvantaged individuals encounter an overabundance of unhealthy food outlets. While previous studies have analyzed either `food deserts' or `food swamps' using conventional statistical techniques, a more comprehensive approach that includes samples of both healthy and unhealthy entities and considers the variety of available food options is necessary to improve our understanding of the local food environment and related disparities.
This …
Road-Based Landscape Metrics For Quantifying Habitat Fragmentation, Rebecca Whitehead Loraamm
Road-Based Landscape Metrics For Quantifying Habitat Fragmentation, Rebecca Whitehead Loraamm
USF Tampa Graduate Theses and Dissertations
Landscape metrics measure the composition and configuration of habitats within landscapes; often the goal is to measure fragmentation. While a variety of existing metrics characterize the connectivity and contiguity of habitat patches, most do not explicitly consider the fragmenting effects of roads in their formulations. This research develops a set of new landscape metrics that explicitly quantify how roads disconnect and break apart habitat patches. This research introduces the following four metrics to consider the fragmenting effects of transportation networks: (1) Number of Connected Patches, a measure of connectivity; (2) Euclidean Nearest Neighbor-Roads, a measure of proximity; (3) Road Density, …
Urbanization And Land Surface Temperature In Pinellas County, Florida, Bruce Coffyn Mitchell
Urbanization And Land Surface Temperature In Pinellas County, Florida, Bruce Coffyn Mitchell
USF Tampa Graduate Theses and Dissertations
Since the early 1800's, many studies have recognized increased heat in urban areas, known as the urban heat island (UHI) effect, as one of the results of human modification to the natural landscape. UHI is related to differences in land surface temperature (LST) between rural areas and urban areas where factors of the built environment such as the thermodynamic capacities of materials, structural geometry, and heat generating activities cause increased storage and re-radiation of heat to the atmosphere. This thesis examines the correlation between factors of urbanization and differences in land surface temperature (LST) in the subtropical climate of Pinellas …
Shaw Studies The Geography Of Affluence, Aldemaro Romero Jr.
Shaw Studies The Geography Of Affluence, Aldemaro Romero Jr.
Publications and Research
No abstract provided.
Seeing The Forest Of Information For The Trees Of Papers: An Information Literacy Case Study In A Geography/Geology Class, Linda Blake, Tim Warner
Seeing The Forest Of Information For The Trees Of Papers: An Information Literacy Case Study In A Geography/Geology Class, Linda Blake, Tim Warner
Faculty & Staff Scholarship
After receiving a mini-grant for developing integrated information literacy programs, a Geography/Geology Department faculty member worked with the Science Librarian to embed information literacy in a cross-listed geology and geography course, Geog/Geol 455, Introduction to Remote Sensing. Planning for the revisions to the class started with identification of five key literacy standards for the discipline of remote sensing. Each standard was addressed through a combination of teaching, assignments and measurements. From this planning exercise, two lectures and two laboratory exercises on information literacy were developed. Student response to the information literacy material, as measured through pre- and post-course surveys, was …
Does Terrestrial Drought Explain Global Co 2 Flux Anomalies Induced By El Niño?, C. R. Schwalm, Christopher A. Williams, K. Schaefer, I. Baker, G. J. Collatz, C. Rödenbeck
Does Terrestrial Drought Explain Global Co 2 Flux Anomalies Induced By El Niño?, C. R. Schwalm, Christopher A. Williams, K. Schaefer, I. Baker, G. J. Collatz, C. Rödenbeck
Geography
The El Niño Southern Oscillation is the dominant year-to-year mode of global climate variability. El Niño effects on terrestrial carbon cycling are mediated by associated climate anomalies, primarily drought, influencing fire emissions and biotic net ecosystem exchange (NEE). Here we evaluate whether El Niño produces a consistent response from the global carbon cycle. We apply a novel bottom-up approach to estimating global NEE anomalies based on FLUXNET data using land cover maps and weather reanalysis. We analyze 13 years (1997-2009) of globally gridded observational NEE anomalies derived from eddy covariance flux data, remotely-sensed fire emissions at the monthly time step, …
Utilizing Temporally Invariant Calibration Sites To Classify Multiple Dates And Types Of Satellite Imagery, Joe Fortier, John Rogan, Curtis E. Woodcock, Daniel Miller Runfola
Utilizing Temporally Invariant Calibration Sites To Classify Multiple Dates And Types Of Satellite Imagery, Joe Fortier, John Rogan, Curtis E. Woodcock, Daniel Miller Runfola
Geography
Mapping past time periods (retrospective mapping) using remotely sensed data is hindered by a lack of coincident calibration and validation information. The identification of features of same ground cover invariant across time and their use as calibration and validation data addresses this challenge by: (a) streamlining the process of image calibration for multiple dates, and (b) allowing each image to generate its own spectral signature. This study investigates the use of temporally invariant calibration and validation data to map land-cover in Massachusetts, employing five satellite images collected from five separate dates and different sensors. The results indicate that this technique …
Death To Kappa: Birth Of Quantity Disagreement And Allocation Disagreement For Accuracy Assessment, Robert Gilmore Pontius, Marco Millones
Death To Kappa: Birth Of Quantity Disagreement And Allocation Disagreement For Accuracy Assessment, Robert Gilmore Pontius, Marco Millones
Geography
The family of Kappa indices of agreement claim to compare a map's observed classification accuracy relative to the expected accuracy of baseline maps that can have two types of randomness: (1) random distribution of the quantity of each category and (2) random spatial allocation of the categories. Use of the Kappa indices has become part of the culture in remote sensing and other fields. This article exam- ines five different Kappa indices, some of which were derived by the first author in 2000. We expose the indices' properties mathematically and illustrate their limitations graphically, with emphasis on Kappa's use of …
Placing Agency In Neoliberalism: Contested Citizenship In Spaces Of Migrant Organizing, Joseph Rasmussen
Placing Agency In Neoliberalism: Contested Citizenship In Spaces Of Migrant Organizing, Joseph Rasmussen
Geography Honors Projects
The presence of millions of immigrants without recognition from the federal government presents serious challenges to American democracy and its legitimacy. By analyzing immigration activism in Austin, Texas, this paper will consider how those excluded from formal citizenship seek full membership, or at least its associated rights and protections, and how institutions at a variety of scales responds to these efforts. This activism challenges prevalent notions of what citizenship means, expanding the lines of who deserve rights and protection, and constructs participatory citizenship at the city level rather than relying on the more passive, exclusionary model of federal politics.
Foreword, From Holy Places And Pilgrimages: Essays On India, Robert H. Stoddard
Foreword, From Holy Places And Pilgrimages: Essays On India, Robert H. Stoddard
Geography Program: Faculty Publications
This collection of twelve articles continues a long and rich body of information about pilgrimages. Written materials in the form of pamphlets, guidebooks, manuals, itineraries, and treatises about pilgrimages date from antiquity (see, e.g. the discussion in this volume by Rana Singh about ancient epics, pp. 15-20). Travelling to places regarded by worshippers as having extraordinary spiritual power is a phenomenon permeating all religious traditions so it is logical that it appears in various literary forms.
Converting Vacant Lots Into Assets: Comparing National Community Garden Programs To Community Garden Projects In Columbus Ga, Amanda Rees, Joyce Wade
Converting Vacant Lots Into Assets: Comparing National Community Garden Programs To Community Garden Projects In Columbus Ga, Amanda Rees, Joyce Wade
Columbus Community Geography Center
Many aspects of community life are negatively affected by vacant lots, to include neighborhood vitality, crime rates, and the viability of commercial districts. Vacant properties have been identified by both elected and appointed officials as offering significant challenges to neighborhood revitalization and improvement. A variety of techniques have been used to address these problems, one such approach is the development of community gardens. Converting vacant lots into community gardens can improve the quality of life among neighborhood residents, help build social capital, and improve neighboring property values. Beginning with a review of the impact of community gardens and their management, …
Evaluation Of Species Distribution Model Algorithms For Fine-Scale Container-Breeding Mosquito Risk Prediction, C. Khatchikian, Florencia Sangermano, D. Kendell, T. Livdahl
Evaluation Of Species Distribution Model Algorithms For Fine-Scale Container-Breeding Mosquito Risk Prediction, C. Khatchikian, Florencia Sangermano, D. Kendell, T. Livdahl
Geography
The present work evaluates the use of species distribution model (SDM) algorithms to classify high densities of small container-breeding Aedes mosquitoes (Diptera: Culicidae) on a fine scale in the Bermuda Islands. Weekly ovitrap data collected by the Department of Health, Bermuda for the years 2006 and 2007 were used for the models. The models evaluated included the algorithms Bioclim, Domain, GARP (genetic algorithm for rule-set prediction), logistic regression and MaxEnt (maximum entropy). Models were evaluated according to performance and robustness. The area under the receiver operating characteristic curve was used to evaluate each model's performance, and robustness was assessed according …