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177 Results Found

  • Article
  • Open Access
373 Citations
26,310 Views
20 Pages

Landsat-8 Thermal Infrared Sensor (TIRS) Vicarious Radiometric Calibration

  • Julia A. Barsi,
  • John R. Schott,
  • Simon J. Hook,
  • Nina G. Raqueno,
  • Brian L. Markham and
  • Robert G. Radocinski

21 November 2014

Launched in February 2013, the Landsat-8 carries on-board the Thermal Infrared Sensor (TIRS), a two-band thermal pushbroom imager, to maintain the thermal imaging capability of the Landsat program. The TIRS bands are centered at roughly 10.9 and 12 μ...

  • Article
  • Open Access
9 Citations
4,534 Views
18 Pages

Landsat 9 Thermal Infrared Sensor-2 (TIRS-2) Pre- and Post-Launch Spatial Response Performance

  • Rehman Eon,
  • Brian N. Wenny,
  • Ethan Poole,
  • Sarah Eftekharzadeh Kay,
  • Matthew Montanaro,
  • Aaron Gerace and
  • Kurtis J. Thome

18 March 2024

The launch of Landsat 9 (L9) on 27 September 2021 marks the ongoing commitment of the Landsat mission to delivering users with calibrated Earth observations for fifty years. The two imaging sensors on L9 are the Thermal Infrared Sensor-2 (TIRS-2) and...

  • Article
  • Open Access
105 Citations
18,635 Views
19 Pages

The Thermal Infrared Sensor (TIRS) on Landsat 8: Design Overview and Pre-Launch Characterization

  • Dennis C. Reuter,
  • Cathleen M. Richardson,
  • Fernando A. Pellerano,
  • James R. Irons,
  • Richard G. Allen,
  • Martha Anderson,
  • Murzy D. Jhabvala,
  • Allen W. Lunsford,
  • Matthew Montanaro and
  • Ramsey L. Smith
  • + 2 authors

19 January 2015

The Thermal Infrared Sensor (TIRS) on Landsat 8 is the latest thermal sensor in that series of missions. Unlike the previous single-channel sensors, TIRS uses two channels to cover the 10–12.5 micron band. It is also a pushbroom imager; a departure f...

  • Article
  • Open Access
24 Citations
9,698 Views
15 Pages

Simulation of Image Performance Characteristics of the Landsat Data Continuity Mission (LDCM) Thermal Infrared Sensor (TIRS)

  • John Schott,
  • Aaron Gerace,
  • Scott Brown,
  • Michael Gartley,
  • Matthew Montanaro and
  • Dennis C. Reuter

22 August 2012

The next Landsat satellite, which is scheduled for launch in early 2013, will carry two instruments: the Operational Land Imager (OLI) and the Thermal Infrared Sensor (TIRS). Significant design changes over previous Landsat instruments have been made...

  • Letter
  • Open Access
13 Citations
6,802 Views
13 Pages

Evaluation of Radiometric Performance for the Thermal Infrared Sensor Onboard Landsat 8

  • Huazhong Ren,
  • Chen Du,
  • Rongyuan Liu,
  • Qiming Qin,
  • Jinjie Meng,
  • Zhao-Liang Li and
  • Guangjian Yan

19 December 2014

The radiometric performance of remotely-sensed images is important for the applications of such data in monitoring land surface, ocean and atmospheric status. One requirement placed on the Thermal Infrared Sensor (TIRS) onboard Landsat 8 was that th...

  • Article
  • Open Access
25 Citations
7,726 Views
16 Pages

18 December 2014

Data fusion is defined as the combination of data from multiple sensors such that the resulting information is better than would be possible when the sensors are used individually. The multi-sensor fusion of panchromatic (PAN) and thermal infrared (T...

  • Article
  • Open Access
20 Citations
6,533 Views
17 Pages

13 January 2018

Thermal data products derived from remotely sensed data play significant roles as key parameters for biophysical phenomena. However, a trade-off between spatial and spectral resolutions has existed in thermal infrared (TIR) remote sensing systems, wi...

  • Article
  • Open Access
14 Citations
3,182 Views
21 Pages

15 December 2022

Thermal mapping of surface waters and the land surface via UAVs offers exciting opportunities in many scientific disciplines; however, unresolved issues persist related to accuracy and drift of uncooled microbolometric thermal infrared (TIR) sensors....

  • Article
  • Open Access
21 Citations
10,530 Views
29 Pages

11 November 2014

The Landsat 8 spacecraft was launched on 11 February 2013 carrying two imaging payloads: the Operational Land Imager (OLI) and the Thermal Infrared Sensor (TIRS). The TIRS instrument employs a refractive telescope design that is opaque to visible wav...

  • Article
  • Open Access
23 Citations
4,973 Views
21 Pages

A TIR-Visible Automatic Registration and Geometric Correction Method for SDGSAT-1 Thermal Infrared Image Based on Modified RIFT

  • Jinfen Chen,
  • Bo Cheng,
  • Xiaoping Zhang,
  • Tengfei Long,
  • Bo Chen,
  • Guizhou Wang and
  • Degang Zhang

14 March 2022

High-resolution thermal infrared (TIR) remote sensing images can more accurately retrieve land surface temperature and describe the spatial pattern of urban thermal environment. The Thermal Infrared Spectrometer (TIS), which has high spatial resoluti...

  • Article
  • Open Access
59 Citations
13,083 Views
14 Pages

12 March 2014

The Landsat-8 satellite of the Landsat Data Continuity Mission was launched by the National Aeronautics and Space Administration (NASA) in April 2013. Just weeks after it entered active service, its sensors observed activity at Paluweh Volcano, Indon...

  • Technical Note
  • Open Access
16 Citations
4,968 Views
24 Pages

31 March 2021

Submarine Groundwater Discharge (SGD) represents a significant mode of chemical transport to water bodies, making it an important flux to understand. Small Unmanned Aircraft Systems-deployed thermal infrared sensors (sUAS-TIR) provide a financially a...

  • Article
  • Open Access
17 Citations
4,877 Views
13 Pages

10 April 2018

It has been noticed that the Landsat 8 Thermal Infrared Sensor (TIRS) had an issue with stray light since its launch in 2013. This artifact is due to out-of-field radiance that scatters onto the TIRS focal plane. Much effort has been taken to develop...

  • Article
  • Open Access
35 Citations
11,028 Views
19 Pages

Pre- and Post-Launch Spatial Quality of the Landsat 8 Thermal Infrared Sensor

  • Brian N. Wenny,
  • Dennis Helder,
  • Jungseok Hong,
  • Larry Leigh,
  • Kurtis J. Thome and
  • Dennis Reuter

11 February 2015

The Thermal Infrared Sensor (TIRS) for the Landsat 8 platform was designed and built at NASA Goddard Space Flight Center (GSFC). TIRS data will extend the data record for thermal observations from the heritage Landsat sensors, dating back to the laun...

  • Proceeding Paper
  • Open Access
1,501 Views
6 Pages

Validating TIR-Derived Total Column Water Vapor Using Sun Photometers and GPS Measurements

  • Ilias Agathangelidis,
  • Yifang Ban,
  • Constantinos Cartalis and
  • Konstantinos Philippopoulos

Total column water vapor (TCWV) is essential for assessing Earth’s radiation budget and hydrological cycle and plays a crucial role in accurate Land Surface Temperature (LST) retrieval from thermal infrared (TIR) imagery. Although TCWV is commo...

  • Article
  • Open Access
4 Citations
2,824 Views
31 Pages

Operational Aspects of Landsat 8 and 9 Geometry

  • Michael J. Choate,
  • Rajagopalan Rengarajan,
  • Md Nahid Hasan,
  • Alexander Denevan and
  • Kathryn Ruslander

28 December 2023

Landsat 9 (L9) was launched on 27 September 2021. This spacecraft contained two instruments, the Operational Land Imager-2 (OLI-2) and Thermal Infrared Sensor-2 (TIRS-2), that allow for a continuation of the Landsat program and the mission to acquire...

  • Article
  • Open Access
716 Views
25 Pages

2 July 2025

Thermal infrared (TIR) ground observations are a well-established method for investigating surface temperature variations in thermally anomalous areas. However, commercially available technical solutions are currently limited, often offering propriet...

  • Article
  • Open Access
18 Citations
7,378 Views
34 Pages

Determination of Optimum Viewing Angles for the Angular Normalization of Land Surface Temperature over Vegetated Surface

  • Huazhong Ren,
  • Guangjian Yan,
  • Rongyuan Liu,
  • Zhao-Liang Li,
  • Qiming Qin,
  • Françoise Nerry and
  • Qiang Liu

27 March 2015

Multi-angular observation of land surface thermal radiation is considered to be a promising method of performing the angular normalization of land surface temperature (LST) retrieved from remote sensing data. This paper focuses on an investigation of...

  • Article
  • Open Access
104 Citations
12,693 Views
12 Pages

6 April 2008

Land surface temperature (LST) retrieved from satellite thermal sensors often consists of mixed temperature components. Retrieving subpixel LST is therefore needed in various environmental and ecological studies. In this paper, we developed two metho...

  • Article
  • Open Access
16 Citations
4,556 Views
21 Pages

2 September 2020

The techniques of concrete crack detection, as well as assessments based on thermography coupled with ultrasound, have been presented in many works; however, they have generally needed an additional source of thermal infrared (TIR) radiance and have...

  • Article
  • Open Access
4 Citations
2,560 Views
16 Pages

Retrieval of Plateau Lake Water Surface Temperature from UAV Thermal Infrared Data

  • Ouyang Sima,
  • Bo-Hui Tang,
  • Zhi-Wei He,
  • Dong Wang and
  • Jun-Li Zhao

12 January 2024

The lake water surface temperature (LWST) is a critical parameter influencing lake ecosystem dynamics and addressing challenges posed by climate change. Traditional point measurement techniques exhibit limitations in providing comprehensive LWST data...

  • Article
  • Open Access
14 Citations
4,792 Views
23 Pages

4 February 2020

Thermal infrared (TIR) satellite images are generally employed to retrieve land surface temperature (LST) data in remote sensing. LST data have been widely used in evapotranspiration (ET) estimation based on satellite observations over broad regions,...

  • Article
  • Open Access
379 Citations
23,534 Views
13 Pages

Derivation of Land Surface Temperature for Landsat-8 TIRS Using a Split Window Algorithm

  • Offer Rozenstein,
  • Zhihao Qin,
  • Yevgeny Derimian and
  • Arnon Karnieli

25 March 2014

Land surface temperature (LST) is one of the most important variables measured by satellite remote sensing. Public domain data are available from the newly operational Landsat-8 Thermal Infrared Sensor (TIRS). This paper presents an adjustment of the...

  • Article
  • Open Access
43 Citations
5,906 Views
15 Pages

9 January 2020

The split window technique has been used for over thirty years to derive surface temperatures of the Earth with image data collected from spaceborne sensors containing two thermal channels. The latest NASA/USGS Landsat satellites contain the Thermal...

  • Article
  • Open Access
18 Citations
9,545 Views
16 Pages

A Satellite-Based Imaging Instrumentation Concept for Hyperspectral Thermal Remote Sensing

  • Thomas Udelhoven,
  • Martin Schlerf,
  • Karl Segl,
  • Kaniska Mallick,
  • Christian Bossung,
  • Rebecca Retzlaff,
  • Gilles Rock,
  • Peter Fischer,
  • Andreas Müller and
  • Tobias Storch
  • + 4 authors

1 July 2017

This paper describes the concept of the hyperspectral Earth-observing thermal infrared (TIR) satellite mission HiTeSEM (High-resolution Temperature and Spectral Emissivity Mapping). The scientific goal is to measure specific key variables from the bi...

  • Article
  • Open Access
1 Citations
1,749 Views
18 Pages

Assessment of Spatial Characterization Metrics for On-Orbit Performance of Landsat 8 and 9 Thermal Infrared Sensors

  • S. Eftekharzadeh Kay,
  • B. N. Wenny,
  • K. J. Thome,
  • M. Yarahmadi,
  • D. J. Lampkin,
  • M. H. Tahersima and
  • N. Voskanian

26 September 2024

The two near-identical pushbroom Thermal Infrared Sensors (TIRS) aboard Landsat 8 and 9 are currently imaging the Earth’s surface at 10.9 and 12 microns from similar 705 km altitude, sun-synchronous polar orbits. This work validates the consist...

  • Article
  • Open Access
771 Citations
36,564 Views
24 Pages

15 October 2014

Accurate inversion of land surface geo/biophysical variables from remote sensing data for earth observation applications is an essential and challenging topic for the global change research. Land surface temperature (LST) is one of the key parameters...

  • Feature Paper
  • Article
  • Open Access
12 Citations
7,366 Views
18 Pages

Lunar Calibration for ASTER VNIR and TIR with Observations of the Moon in 2003 and 2017

  • Toru Kouyama,
  • Soushi Kato,
  • Masakuni Kikuchi,
  • Fumihiro Sakuma,
  • Akira Miura,
  • Tetsushi Tachikawa,
  • Satoshi Tsuchida,
  • Kenta Obata and
  • Ryosuke Nakamura

19 November 2019

The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER), which is a multiband pushbroom sensor suite onboard Terra, has successfully provided valuable multiband images for approximately 20 years since Terra’s launch in 1999....

  • Article
  • Open Access
126 Citations
21,913 Views
31 Pages

13 May 2016

This paper presents a Python QGIS (PyQGIS) plugin, which has been developed for the purpose of producing Land Surface Temperature (LST) maps from Landsat 5 TM, Landsat 7 ETM+ and Landsat 8 TIRS, Thermal Infrared (TIR) imagery. The plugin has been dev...

  • Review
  • Open Access
251 Citations
19,846 Views
24 Pages

24 May 2019

Thermal infrared (TIR) multi-/hyperspectral and sun-induced fluorescence (SIF) approaches together with classic solar-reflective (visible, near-, and shortwave infrared reflectance (VNIR)/SWIR) hyperspectral remote sensing form the latest state-of-th...

  • Article
  • Open Access
30 Citations
10,586 Views
24 Pages

5 August 2015

On-board the Landsat-8 satellite, the Thermal Infrared Sensor (TIRS), which has two adjacent thermal channels centered roughly at 10.9 and 12.0 μm, has a great benefit for the land surface temperature (LST) retrieval. The single-channel algorithm (S...

  • Article
  • Open Access
470 Views
21 Pages

Evaluating Airborne Thermal Infrared Hyperspectral Data for Leaf Area Index Retrieval in Temperate Forests

  • Elnaz Neinavaz,
  • Roshanak Darvishzadeh,
  • Andrew K. Skidmore,
  • Marco Heurich and
  • Xi Zhu

26 November 2025

The Leaf Area Index (LAI) is a key vegetation biophysical variable extensively studied using various remote sensing platforms and applications. Most studies focused on retrieving LAI using remote sensing data have primarily applied visible to shortwa...

  • Article
  • Open Access
32 Citations
5,929 Views
20 Pages

Downscaling of ASTER Thermal Images Based on Geographically Weighted Regression Kriging

  • Osvaldo José Ribeiro Pereira,
  • Adolpho José Melfi,
  • Célia Regina Montes and
  • Yves Lucas

19 April 2018

The lower spatial resolution of thermal infrared (TIR) satellite images and derived land surface temperature (LST) is one of the biggest challenges in mapping temperature at a detailed map scale. An extensive range of scientific and environmental app...

  • Article
  • Open Access
12 Citations
6,399 Views
25 Pages

Self-Adaptive Gradient-Based Thresholding Method for Coal Fire Detection Based on ASTER Data—Part 2, Validation and Sensitivity Analysis

  • Xiaomin Du,
  • Sergio Bernardes,
  • Daiyong Cao,
  • Thomas R. Jordan,
  • Zhen Yan,
  • Guang Yang and
  • Zhipeng Li

5 March 2015

The self-adaptive gradient-based thresholding (SAGBT) method is a simple non-interactive coal fire detection approach involving segmentation and a threshold identification algorithm that adapts to the spatial distribution of thermal features over a l...

  • Article
  • Open Access
21 Citations
6,574 Views
14 Pages

TS2uRF: A New Method for Sharpening Thermal Infrared Satellite Imagery

  • Mario Lillo-Saavedra,
  • Angel García-Pedrero,
  • Gabriel Merino and
  • Consuelo Gonzalo-Martín

6 February 2018

Thermal infrared (TIR) imagery is normally acquired at coarser pixel resolution than that of shortwave sensors on the same satellite platform. TIR resolution is often not suitable for monitoring crop conditions of fragmented farming lands, e.g., the...

  • Article
  • Open Access
50 Citations
10,440 Views
18 Pages

14 April 2015

As a critical variable to characterize the biophysical processes in ecological environment, and as a key indicator in the surface energy balance, evapotranspiration and urban heat islands, Land Surface Temperature (LST) retrieved from Thermal Infra-R...

  • Technical Note
  • Open Access
16 Citations
3,919 Views
12 Pages

Validation of Landsat-9 and Landsat-8 Surface Temperature and Reflectance during the Underfly Event

  • Rehman Eon,
  • Aaron Gerace,
  • Lucy Falcon,
  • Ethan Poole,
  • Tania Kleynhans,
  • Nina Raqueño and
  • Timothy Bauch

30 June 2023

With the launch of Landsat-9 on 27 September 2021, Landsat continues its fifty-year continuity mission of providing users with calibrated Earth observations. It has become a requirement that an underflight experiment be performed during commissioning...

  • Comment
  • Open Access
21 Citations
5,249 Views
4 Pages

15 October 2015

Much remote sensing (RS) research focuses on fusing, i.e., combining, multi-resolution/multi-sensor imagery for land use/land cover (LULC) classification. In relation to this topic, Sun and Schulz [1] recently found that a combination of visible-to-...

  • Article
  • Open Access
63 Citations
9,344 Views
13 Pages

9 November 2016

Satellite remote sensing is regularly used for wildfire detection, fire severity mapping and burnt area mapping. Applications in the surveillance of wildfire using geostationary-based sensors have been limited by low spatial resolutions. With the lau...

  • Article
  • Open Access
2 Citations
3,352 Views
33 Pages

An AR Geo-Registration Algorithm for UAV TIR Video Streams Based on Dual-Antenna RTK-GPS

  • Xiang Ren,
  • Min Sun,
  • Xianfeng Zhang,
  • Lei Liu,
  • Xiuyuan Wang and
  • Hang Zhou

5 May 2022

In emergency response and disaster rescue, unmanned aerial vehicles (UAVs) onboard thermal infrared (TIR) sensors are an essential means of acquiring ground information in the nighttime working environment. To enable field personnel to make better de...

  • Article
  • Open Access
206 Citations
18,327 Views
33 Pages

A Data Mining Approach for Sharpening Thermal Satellite Imagery over Land

  • Feng Gao,
  • William P. Kustas and
  • Martha C. Anderson

26 October 2012

Thermal infrared (TIR) imagery is normally acquired at coarser pixel resolution than that of shortwave sensors on the same satellite platform and often the TIR resolution is not suitable for monitoring crop conditions of individual fields or the impa...

  • Article
  • Open Access
1,227 Views
23 Pages

1 April 2025

Thermal heterogeneity of rivers is essential to support freshwater biodiversity. Salmon behaviorally thermoregulate by moving from patches of warm water to cold water. When implementing river restoration projects, it is essential to monitor changes i...

  • Article
  • Open Access
9 Citations
3,844 Views
23 Pages

Modeling Actual Evapotranspiration with MSI-Sentinel Images and Machine Learning Algorithms

  • Robson Argolo dos Santos,
  • Everardo Chartuni Mantovani,
  • Elpídio Inácio Fernandes-Filho,
  • Roberto Filgueiras,
  • Rodrigo Dal Sasso Lourenço,
  • Vinícius Bof Bufon and
  • Christopher M. U. Neale

17 September 2022

The modernization of computational resources and application of artificial intelligence algorithms have led to advancements in studies regarding the evapotranspiration of crops by remote sensing. Therefore, this research proposed the application of m...

  • Article
  • Open Access
406 Views
45 Pages

30 November 2025

Reliable land surface temperature (LST) data are required for monitoring climate variability, hydrological processes, and land–atmosphere interactions. Yet existing satellite-derived LST products, such as those from thermal infrared (TIR) senso...

  • Article
  • Open Access
22 Citations
3,355 Views
19 Pages

Characterization of Volcanic Cloud Components Using Machine Learning Techniques and SEVIRI Infrared Images

  • Federica Torrisi,
  • Eleonora Amato,
  • Claudia Corradino,
  • Salvatore Mangiagli and
  • Ciro Del Negro

11 October 2022

Volcanic explosive eruptions inject several different types of particles and gasses into the atmosphere, giving rise to the formation and propagation of volcanic clouds. These can pose a serious threat to the health of people living near an active vo...

  • Article
  • Open Access
1 Citations
2,956 Views
20 Pages

Downscaling of Urban Land Surface Temperatures Using Geospatial Machine Learning with Landsat 8/9 and Sentinel-2 Imagery

  • Ratovoson Robert Andriambololonaharisoamalala,
  • Petra Helmholz,
  • Dimitri Bulatov,
  • Ivana Ivanova,
  • Yongze Song,
  • Susannah Soon and
  • Eriita Jones

11 July 2025

Urban surface temperatures are increasing because of climate change and rapid urbanisation, contributing to the urban heat island (UHI) effect and significantly influencing local climates. Satellite-derived land surface temperature (LST) plays a vita...

  • Article
  • Open Access
238 Citations
25,902 Views
19 Pages

A Practical Split-Window Algorithm for Estimating Land Surface Temperature from Landsat 8 Data

  • Chen Du,
  • Huazhong Ren,
  • Qiming Qin,
  • Jinjie Meng and
  • Shaohua Zhao

8 January 2015

This paper developed a practical split-window (SW) algorithm to estimate land surface temperature (LST) from Thermal Infrared Sensor (TIRS) aboard Landsat 8. The coefficients of the SW algorithm were determined based on atmospheric water vapor sub-ra...

  • Article
  • Open Access
175 Citations
13,471 Views
22 Pages

Stray Light Artifacts in Imagery from the Landsat 8 Thermal Infrared Sensor

  • Matthew Montanaro,
  • Aaron Gerace,
  • Allen Lunsford and
  • Dennis Reuter

29 October 2014

The Thermal Infrared Sensor (TIRS) has been collecting imagery of the Earth since its launch aboard Landsat 8 in early 2013. In many respects, TIRS has been exceeding its performance requirements on orbit, particularly in terms of noise and stability...

  • Article
  • Open Access
2 Citations
3,297 Views
26 Pages

A Fusion of Feature-Oriented Principal Components of Multispectral Data to Map Granite Exposures of Pakistan

  • Shahab Ud Din,
  • Khan Muhammad,
  • Muhammad Fawad Akbar Khan,
  • Shahid Bashir,
  • Muhammad Sajid and
  • Asif Khan

3 December 2021

Despite low spatial resolutions, thermal infrared bands (TIRs) are generally more suitable for mineral mapping due to fundamental tones and high penetration in vegetated areas compared to shortwave infrared (SWIR) bands. However, the weak overtone co...

  • Article
  • Open Access
6 Citations
4,209 Views
16 Pages

14 November 2017

This paper concentrates on the calibration/validation of the Thermal and Near Infrared Sensor for Carbon Observation (TANSO)–Fourier Transform Spectrometer (FTS) spectra in the thermal infrared (TIR) spectral region (B4 band) over the Arctic Ocean. W...

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