4.7 Article

Contemporary and historical detection of small lakes using super resolution Landsat imagery: promise and peril

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Review Geography

The politics of pixels: A review and agenda for critical remote sensing

Mia M. Bennett et al.

Summary: This article offers an overview and research agenda for critical remote sensing, which focuses on the recognition of power dynamics within the production, analysis, and use of satellite imagery. It begins by discussing critiques of the satellite gaze and then examines the evolving political economy of remote sensing. It also reviews different practices of critical remote sensing, including exposing injustices, engaging situated knowledges, and empowering marginalized actors. Finally, it suggests areas for intertwining critiques and practices, as well as possibilities for counter-remote sensing.

PROGRESS IN HUMAN GEOGRAPHY (2022)

Article Geography, Physical

A robust and adaptive spatial-spectral fusion model for PlanetScope and Sentinel-2 imagery

Yongquan Zhao et al.

Summary: This study presents a new spatial-spectral image fusion model (RASSFM) that improves the spatial and spectral fidelities of the fused bands by combining spectral mapping and correlation, as well as utilizing neighborhood information considering spatial and spectral constraints.

GISCIENCE & REMOTE SENSING (2022)

Article Environmental Sciences

The Importance of Lake Emergent Aquatic Vegetation for Estimating Arctic-Boreal Methane Emissions

Ethan D. Kyzvat et al.

Summary: Areas of lakes with emergent aquatic vegetation emit more methane than open water, but are often overlooked in estimates of lake methane emissions. Using airborne synthetic aperture radar (SAR) mapping and field measurements, we found that these vegetated areas are more extensive than previously estimated and exhibit regional differences. When these areas were accounted for, overall lake methane emissions increased compared to estimates that did not differentiate lake zones. This highlights the need for methane-relevant remote sensing measurements and a consistent criterion for distinguishing wetlands in lake studies.

JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES (2022)

Article Multidisciplinary Sciences

Mapping global lake dynamics reveals the emerging roles of small lakes

Xuehui Pi et al.

Summary: Lakes are important natural resources and sources of carbon emissions, and they are undergoing rapid changes worldwide in response to climate change and human activities. Through a global characterization of lakes, we found that lake area has increased over the past four decades, with a significant contribution from reservoirs. Although small lakes account for a small percentage of the global lake area, they have a significant impact on the variability of total lake size. The increase in lake area has led to higher carbon emissions, with small lakes playing a major role.

NATURE COMMUNICATIONS (2022)

Article Geosciences, Multidisciplinary

A high-resolution inland surface water body dataset for the tundra and boreal forests of North America

Yijie Sui et al.

Summary: This paper presents a water body dataset (WBD-NAHL) for high latitudes in North America, which provides area and morphological attributes for water bodies in the tundra and boreal forests. The dataset is generated using an automated approach applied to Sentinel-2 satellite data and offers improved accuracy in delineating water bodies compared to existing datasets.

EARTH SYSTEM SCIENCE DATA (2022)

Article Chemistry, Multidisciplinary

Automatic Generation of Aerial Orthoimages Using Sentinel-2 Satellite Imagery with a Context-Based Deep Learning Approach

Suhong Yoo et al.

Summary: Aerial images provide high-resolution for observing terrain, but their high operational cost makes it challenging to acquire frequent observations. This study proposed a context-based approach to simulate high-resolution satellite imagery using aerial images, with the results showing improved performance when denser neural networks and lower resolution images were combined.

APPLIED SCIENCES-BASEL (2021)

Article Environmental Sciences

Decadal-scale hotspot methane ebullition within lakes following abrupt permafrost thaw

K. M. Walter Anthony et al.

Summary: Thermokarst lakes in interior Alaska play a significant role in accelerating permafrost thaw and releasing carbon dioxide and methane, thus contributing to climate warming. The spatiotemporal dynamics of hotspot-seep CH4 emissions provide valuable insights into the impact of abrupt permafrost thaw on climate feedback.

ENVIRONMENTAL RESEARCH LETTERS (2021)

Article Remote Sensing

Super-Resolution Surface Water Mapping on the Canadian Shield Using Planet CubeSat Images and a Generative Adversarial Network

Ekaterina M. D. Lezine et al.

Summary: Recent studies utilizing high-resolution imagery have shown the dynamic nature of surface water hydrology in the Canadian Shield, with super-resolution technology capable of detecting these changes for more accurate results. SR imagery generated using generative adversarial networks outperforms traditional methods in shoreline mapping, highlighting its potential for improved lake mapping and retroactive analysis of historical fine-scale surface water dynamics.

CANADIAN JOURNAL OF REMOTE SENSING (2021)

Article Geography

Deep fake geography? When geospatial data encounter Artificial Intelligence

Bo Zhao et al.

Summary: This paper examines the emergence and potential impacts of deep fake geography, and proposes methods to counteract deep fakes. The study serves as a warning about the potential applications of deep fakes in geography, emphasizing the importance of detecting and mitigating deep fakes.

CARTOGRAPHY AND GEOGRAPHIC INFORMATION SCIENCE (2021)

Article Biochemical Research Methods

SciPy 1.0: fundamental algorithms for scientific computing in Python

Pauli Virtanen et al.

NATURE METHODS (2020)

Article Environmental Sciences

Airborne observations of arctic-boreal water surface elevations from AirSWOT Ka-Band InSAR and LVIS LiDAR

Jessica Fayne et al.

ENVIRONMENTAL RESEARCH LETTERS (2020)

Article Environmental Sciences

Super-Resolution of Sentinel-2 Imagery Using Generative Adversarial Networks

Luis Salgueiro Romero et al.

REMOTE SENSING (2020)

Review Multidisciplinary Sciences

Array programming with NumPy

Charles R. Harris et al.

NATURE (2020)

Proceedings Paper Engineering, Electrical & Electronic

Generative Adversarial Network with Residual Dense Generator for Remote Sensing Image Super Resolution

Rika Sustika et al.

2020 INTERNATIONAL CONFERENCE ON RADAR, ANTENNA, MICROWAVE, ELECTRONICS, AND TELECOMMUNICATIONS (ICRAMET): FOSTERING INNOVATION THROUGH ICTS FOR SUSTAINABLE SMART SOCIETY (2020)

Editorial Material Environmental Sciences

An overview of ABoVE airborne campaign data acquisitions and science opportunities

C. E. Miller et al.

ENVIRONMENTAL RESEARCH LETTERS (2019)

Article Environmental Sciences

A High-Resolution Airborne Color-Infrared Camera Water Mask for the NASA ABoVE Campaign

Ethan D. Kyzivat et al.

REMOTE SENSING (2019)

Article Geosciences, Multidisciplinary

Size Distributions of Arctic Waterbodies Reveal Consistent Relations in Their Statistical Moments in Space and Time

Sina Muster et al.

FRONTIERS IN EARTH SCIENCE (2019)

Article Multidisciplinary Sciences

Similarity of stream width distributions across headwater systems

George H. Allen et al.

NATURE COMMUNICATIONS (2018)

Proceedings Paper Computer Science, Artificial Intelligence

NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study

Eirikur Agustsson et al.

2017 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW) (2017)

Review Geosciences, Multidisciplinary

PeRL: a circum-Arctic Permafrost Region Pond and Lake database

Sina Muster et al.

EARTH SYSTEM SCIENCE DATA (2017)

Article Multidisciplinary Sciences

High-resolution mapping of global surface water and its long-term changes

Jean-Francois Pekel et al.

NATURE (2016)

Article Multidisciplinary Sciences

Estimating the volume and age of water stored in global lakes using a geo-statistical approach

Mathis Loic Messager et al.

NATURE COMMUNICATIONS (2016)

Article Geosciences, Multidisciplinary

Internally drained catchments dominate supraglacial hydrology of the southwest Greenland Ice Sheet

Kang Yang et al.

JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE (2016)

Article Multidisciplinary Sciences

The size-distribution of Earth's lakes

B. B. Cael et al.

SCIENTIFIC REPORTS (2016)

Article Remote Sensing

A refined mapping of Arctic lakes using Landsat imagery

Homero Paltan et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2015)

Article Statistics & Probability

POWER-LAW DISTRIBUTIONS IN BINNED EMPIRICAL DATA

Yogesh Virkar et al.

ANNALS OF APPLIED STATISTICS (2014)

Article Geosciences, Multidisciplinary

A global inventory of lakes based on high-resolution satellite imagery

Charles Verpoorter et al.

GEOPHYSICAL RESEARCH LETTERS (2014)

Article Multidisciplinary Sciences

powerlaw: A Python Package for Analysis of Heavy-Tailed Distributions

Jeff Alstott et al.

PLOS ONE (2014)

Article Mathematics, Applied

Power-Law Distributions in Empirical Data

Aaron Clauset et al.

SIAM REVIEW (2009)

Article Multidisciplinary Sciences

Free Access to Landsat Imagery

C. E. Woodcock et al.

SCIENCE (2008)

Article Limnology

The global abundance and size distribution of lakes, ponds, and impoundments

J. A. Downing et al.

LIMNOLOGY AND OCEANOGRAPHY (2006)