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Shuai Yuan
Shuai Yuan
Verified email at msu.edu
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LAGOS-NE: a multi-scaled geospatial and temporal database of lake ecological context and water quality for thousands of US lakes
PA Soranno, LC Bacon, M Beauchene, KE Bednar, EG Bissell, ...
GigaScience 6 (12), gix101, 2017
1232017
Building a multi-scaled geospatial temporal ecology database from disparate data sources: fostering open science and data reuse
PA Soranno, EG Bissell, KS Cheruvelil, ST Christel, SM Collins, ...
GigaScience 4 (1), s13742-015-0067-4, 2015
1222015
Winter precipitation and summer temperature predict lake water quality at macroscales
SM Collins, S Yuan, PN Tan, SK Oliver, JF Lapierre, KS Cheruvelil, ...
Water Resources Research 55 (4), 2708-2721, 2019
452019
Creating multithemed ecological regions for macroscale ecology: Testing a flexible, repeatable, and accessible clustering method
KS Cheruvelil, S Yuan, KE Webster, PN Tan, JF Lapierre, SM Collins, ...
Ecology and evolution 7 (9), 3046-3058, 2017
262017
Constrained spectral clustering for regionalization: Exploring the trade-off between spatial contiguity and landscape homogeneity
S Yuan, PN Tan, KS Cheruvelil, SM Collins, PA Soranno
2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015
252015
Macroscale patterns of synchrony identify complex relationships among spatial and temporal ecosystem drivers
NR Lottig, PN Tan, T Wagner, KS Cheruvelil, PA Soranno, EH Stanley, ...
Ecosphere 8 (12), e02024, 2017
232017
LAGOS-NE: a multi-scaled geospatial and temporal database of lake ecological context and water quality for thousands of US lakes, Gigascience, 6, gix101
PA Soranno, LC Bacon, M Beauchene, KE Bednar, EG Bissell, ...
102017
Spatially constrained spectral clustering algorithms for region delineation
S Yuan, PN Tan, KS Cheruvelil, SM Collins, PA Soranno
arXiv preprint arXiv:1905.08451, 2019
52019
Multi-level multi-task learning for modeling cross-scale interactions in nested geospatial data
S Yuan, J Zhou, PN Tan, E Fergus, T Wagner, P Soranno
2017 IEEE International Conference on Data Mining (ICDM), 1153-1158, 2017
52017
Hash-based feature learning for incomplete continuous-valued data
S Yuan, PN Tan, KS Cheruvelil, CE Fergus, NK Skaff, PA Soranno
Proceedings of the 2017 SIAM International Conference on Data Mining, 678-686, 2017
52017
LAGOS-NE v. 1.054. 1 Lake water clarity time series (1987-2011), climate, and geophysical data for 601 lakes across a 17-state region of the United States
N Lottig, PN Tan, T Wagner, K Cheruvelil, P Soranno, E Stanley, C Scott, ...
Environmental Data Initiative, 2017
12017
Which measures of climate are the best predictors of lake water quality at sub-continental scales?
SM Collins, KS Cheruvelil, CE Fergus, JF Lapierre, SK Oliver, C Scott, ...
2017 ESA Annual Meeting (August 6--11), 2017
2017
Novel Learning Algorithms for Mining Geospatial Data
S Yuan
Michigan State University, 2017
2017
LAGOS-Creating multi-themed ecological regions for macrosystems ecology
K Cheruvelil, S Yuan, K Webster, PN Tan, JF Lapierre, S Collins, ...
Environmental Data Initiative, 2016
2016
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