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Integrated multispectral remote sensing approach for high-resolution spectral characterization and automated mapping of carbonate lithofacies 综合多光谱遥感方法用于高分辨率光谱定性和自动绘制碳酸盐岩岩相图
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-27 DOI: 10.1016/j.ejrs.2024.04.009
Ahmed Hammam , Asmaa Korin , Adhipa Herlambang , Khalid Al–Ramadan , Ardiansyah Koeshidayatullah

Field-based high-resolution carbonate facies mapping is often challenging due to the limited accessible exposure, high-degree of heterogeneity, and lack of distinct natural characteristics between different lithofacies. To mitigate this issue, we proposed a novel approach by integrating multispectral remote sensing, advanced image processing techniques, and supervised classification to perform high-resolution carbonate lithofacies mapping and utilized the extensive Mesozoic carbonate in Saudi Arabia as an example. For this study, the Tuwaiq Mountain Formation (TMF) was selected not only because of its wide aerial distribution but also its importance as conventional and unconventional hydrocarbon reservoirs in the subsurface. Our proposed method was able to map and delineate different members (T1, T2, T3) and key lithofacies in the TMF. In addition, based on the spectral characteristics, the middle member of TMF (T2) can be further subdivided into two subunits (T2-a of higher reflectance & T2-b of lower reflectance). These findings are further corroborated by detailed microfacies analysis, which validates the presence of two sub-members of T2 (T2-a: Spiculitic foraminiferal wackestone and T2-b: Coralline floatstone facies). This resulted in a revised and accurate lithofacies map that made significant modifications over older maps. The overall accuracy of TMF lithofacies is 93.4 % with a kappa coefficient of 0.88. This study demonstrates that multispectral remote sensing approach are effective at distinguishing different carbonate units and providing high-resolution carbonate facies maps. The proposed approach should be applicable to other carbonate outcrops globally and could help in improving carbonate lithofacies mapping where the outcrops are not accessible.

基于野外的高分辨率碳酸盐岩岩相测绘通常具有挑战性,原因是可获取的露头有限、异质性程度高以及不同岩相之间缺乏明显的自然特征。为缓解这一问题,我们提出了一种新方法,将多光谱遥感、先进的图像处理技术和监督分类相结合,进行高分辨率碳酸盐岩岩相测绘,并以沙特阿拉伯广阔的中生代碳酸盐岩为例。本研究之所以选择 Tuwaiq 山地层(TMF),不仅是因为其广泛的空中分布,还因为其作为地下常规和非常规碳氢化合物储层的重要性。我们提出的方法能够绘制和划分 TMF 的不同成员(T1、T2、T3)和主要岩性。此外,根据光谱特征,TMF 中部成员(T2)可进一步细分为两个亚单元(反射率较高的 T2-a;反射率较低的 T2-b)。详细的微地层分析进一步证实了这些发现,并验证了 T2 的两个子单元(T2-a、T2-b 和 T2-c)的存在:T2-b:珊瑚浮岩面):珊瑚浮石层)。这使得修订后的岩石构成图更加准确,对旧图进行了重大修改。TMF 岩石构成的总体准确率为 93.4%,卡帕系数为 0.88。这项研究表明,多光谱遥感方法可有效区分不同的碳酸盐岩单元,并提供高分辨率的碳酸盐岩岩相图。建议的方法应适用于全球其他碳酸盐岩露头,并有助于改进无法进入露头的碳酸盐岩岩相绘图。
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引用次数: 0
Modeling remote-sensing and geophysical data to delineate the favorable mineralization localities at Semna area, Central Eastern Desert, Egypt 建立遥感和地球物理数据模型,划定埃及中东部沙漠塞姆纳地区的有利成矿区域
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-27 DOI: 10.1016/j.ejrs.2024.04.010
H.F. Ali , A.S.A. Abu El Ata , A.M. Lala , M.A.S. Youssef , S.M. Salem

Semna area is located within the Golden Triangle district in the Central Eastern Desert of Egypt. The study maintains using multisource datasets of remote sensing, aero-spectrometry, aero-magnetic, and field investigations for unraveling the ambiguities associated with the alteration zones at the targeted area. Three remote sensing mapping techniques including; constrained energy minimization, linear spectral unmixing, and mineral indices, were adopted to delineate the alteration zones. The γ-ray spectrometry data of K (%), K/eTh, K/eU, and F-parameter enabled mapping the potassium-enriched localities as indication on possible potassic alteration zones. The surface and subsurface linear structural features were delineated from the digital elevation model and aero-magnetic data, respectively. The outcomes of all the implemented datasets were integrated using GIS overlay modeling, producing an integrated mineralization favorability/potentiality map. Eighteen localities with high potential for mineralization were highlighted. A field study was conducted to the investigated area during which, several alteration indicators were observed, including quartz veins, iron oxides staining, kaolinite, malachite, carbonate, and muscovite (sericite) alteration indicator minerals.

塞姆纳地区位于埃及中东部沙漠的金三角地区。该研究坚持使用遥感、航空谱仪、航空磁力和实地调查等多源数据集来揭示目标区域蚀变带的模糊性。采用了三种遥感绘图技术,包括受限能量最小化、线性光谱不混合和矿物指数,来划分蚀变区。γ射线光谱仪的 K (%)、K/eTh、K/eU 和 F 参数数据有助于绘制富钾区域图,以指示可能的钾盐蚀变区。根据数字高程模型和航空磁数据,分别划定了地表和地下线性结构特征。利用地理信息系统(GIS)叠加建模法对所有实施数据集的结果进行了整合,生成了综合成矿有利度/潜力图。突出显示了 18 个具有高成矿潜力的地点。对调查区域进行了实地考察,期间观察到一些蚀变指标,包括石英脉、铁氧化物染色、高岭石、孔雀石、碳酸盐和绢云母(绢云母)蚀变指标矿物。
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引用次数: 0
Quantification of landuse changes driven by the dynamics of the Jamuna River, a giant tropical river of Bangladesh 对孟加拉国一条巨大的热带河流--贾木纳河的动态变化所驱动的土地利用变化进行量化
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-26 DOI: 10.1016/j.ejrs.2024.04.004
Md. Mahin Uddin , Md. Bodruddoza Mia , Md. Yousuf Gazi , A.S.M. Maksud Kamal

Changes in river bank location have wide consequences on floodplain communities and the sustainability of floodplain ecosystems. Although river dynamics are monitored globally and locally, understanding the impact of riverine dynamics on land use change remains a challenge. Bangladesh, part of the Bengal Delta, is mostly made up of alluvial deposits and is crisscrossed by so many rivers. Jamuna is one of the prominent rivers in this region. This study presents a consistent evaluation of the dynamics of the Jamuna river and ensuing changes in land use over 48 years (1972–2020) depending on satellite observations and geospatial analysis. Changes in the presence of water were used to estimate the advance/retreat of the banks and loss/gain of land along 257 perpendicular transects along the common pattern of the centerlines of the river. We found that the overall loss of agricultural land was about 535.01 km2, sevenfold of the gained agricultural land. Other land use losses were bare lands 136.73 km2, waterbodies 80.37 km2, settlement 67.28 km2 and vegetation 132.79 km2 against 48.47 km2, 3.52 km2, 23.76 km2 and 6.14 km2 land use gains respectively. Agricultural land loss impacts the livelihood of the floodplain dwellers and settlement loss causes internal migration. This pattern of land use change driven by the river dynamics has created newer environmental challenges and additionally, climate change may intricate the situation in the future. The findings of this study throw insight into the fact and may aid in sustainable river training measures and floodplain management.

河岸位置的变化会对洪泛区群落和洪泛区生态系统的可持续性产生广泛影响。虽然全球和地方都对河流动态进行了监测,但了解河流动态对土地利用变化的影响仍是一项挑战。孟加拉国是孟加拉河三角洲的一部分,主要由冲积层组成,河流纵横交错。贾木纳河是该地区的主要河流之一。本研究通过卫星观测和地理空间分析,对贾木纳河 48 年(1972-2020 年)的动态以及随之而来的土地利用变化进行了持续评估。我们利用水流的变化来估算沿河中心线共同模式的 257 条垂直横断面上河岸的前进/后退和土地的损失/增加。我们发现,农业用地的总体损失约为 535.01 平方公里,是农业用地增加量的七倍。其他土地利用损失包括裸地 136.73 平方公里、水体 80.37 平方公里、居民点 67.28 平方公里和植被 132.79 平方公里,而土地利用收益分别为 48.47 平方公里、3.52 平方公里、23.76 平方公里和 6.14 平方公里。农业用地的丧失影响了洪泛区居民的生计,而定居点的丧失则导致了内部移民。这种由河流动态驱动的土地利用变化模式带来了新的环境挑战,此外,气候变化也可能在未来使情况变得更加复杂。本研究的结果使我们对这一事实有了深入的了解,并有助于采取可持续的河流治理措施和洪泛区管理。
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引用次数: 0
Multisource spatiotemporal analysis of cropping patterns on dry upland: A case study in Rubaru Sub-district, Sumenep Regency 干旱高地种植模式的多源时空分析:苏梅尼普县鲁巴鲁分区案例研究
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-26 DOI: 10.1016/j.ejrs.2024.04.008
Fadhlullah Ramadhani , Elza Surmaini , Ai Dariah , Yayan Apriyana , Woro Estiningtyas , Erni Susanti , Rahmah Dewi Yustika , Yeli Sarvina , Yudi Riadi Fanggidae , Nurjaya Nurjaya

Dry upland agriculture is vital for securing food production in several countries. However, the research on evaluating cropping patterns using remote sensing techniques is completely neglected due to several factors such as the availability of clean imagery and the complexity of the landscape. This research primarily focused on the evaluation of data availability from three different satellite imageries: Sentinel-2, Landsat-8, and MODIS. The consistently high data availability demonstrated by Sentinel-2 established its potential as a reliable source for gap-filling analysis in remote sensing studies. Using a classification model, various land cover types were identified with an overall accuracy of 86.4%, indicating the model's efficiency in accurately classifying these areas. This research also analyzed the detailed cropping patterns, revealing seven distinct temporal cultivation patterns of various crops. This period is strategically positioned between the cultivation of maize, which spans an area of 5,943 ha in December, January, and February, suggesting a potential crop rotation system. The rotation indicated that nearly 83.7% of the cultivated land was planted between maize and shallot throughout the year. The study emphasizes the significance of continuous monitoring and adaptive management in agriculture to ensure sustainability and productivity.

旱地高原农业对确保一些国家的粮食生产至关重要。然而,由于清洁图像的可用性和地貌的复杂性等因素,利用遥感技术评估种植模式的研究完全被忽视。这项研究主要侧重于评估三种不同卫星图像的数据可用性:哨兵-2 号、大地遥感卫星-8 号和 MODIS。哨兵-2 号卫星始终保持较高的数据可用性,使其有可能成为遥感研究中填补空白分析的可靠来源。利用分类模型,确定了各种土地覆被类型,总体准确率为 86.4%,表明该模型在准确划分这些区域方面的效率很高。这项研究还分析了详细的耕作模式,揭示了各种作物的七种不同的时间耕作模式。在 12 月、1 月和 2 月,玉米的种植面积达到 5943 公顷,这一时期处于玉米种植的战略位置,表明可能存在轮作系统。轮作表明,全年有近 83.7% 的耕地种植玉米和大葱。这项研究强调了持续监测和适应性管理对农业确保可持续性和生产力的重要意义。
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引用次数: 0
Dark-object subtraction atmosphere correction for water body information extraction in Zhuhai-1 hyperspectral imagery 珠海一号高光谱图像中水体信息提取的暗物减影大气校正
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-25 DOI: 10.1016/j.ejrs.2024.04.007
Yu Guo , Ruru Deng , Yan Yan , Jiayi Li , Zhenqun Hua , Jing Wang , Yuming Tang , Bin Cao , Yeheng Liang

The atmospheric correction of hyperspectral data stands as a fundamental step in quantitative applications, crucial for the accurate analysis of hyperspectral information. Zhuhai-1 hyperspectral data, characterized by its high spatial and spectral resolution, holds substantial potential and advantages for the quantification of water body information. Nonetheless, the adoption of more precise physical models for atmospheric correction often demands extensive satellite and ground environmental parameters, which pose practical challenges in applying physical models The Dark Object Subtraction (DOS), leveraging the intrinsic spectral characteristics of the imagery, offers an efficient alternative for achieving improved atmospheric correction results tailored to the data and study area. In this context, this study presents a Dark Object Subtraction for Water body information extraction (DOSW), specifically designed to advance the quantification of water body information in Zhuhai-1 hyperspectral data. The proposed method is rigorously evaluated by comparing the correction results from the Foshan region and Feilaixia Reservoir with standard and measured spectra of typical objects. The results demonstrate the accuracy of DOSW in atmospheric correction, with correlation coefficients exceeding 0.7 when compared to standard spectra for three representative objects. Notably, DOSW achieves exceptional accuracy in water body correction, achieving a correlation coefficient of 0.95 and an RMSE of 0.002 in the Feilaixia Reservoir, and a correlation coefficient of 0.72 and an RMSE of 0.005 in the Foshan region. Overall, the results underscore the efficacy of DOSW in accurately addressing atmospheric correction challenges to Zhuhai-1 hyperspectral data, effectively meeting the requirements of hyperspectral quantification applications.

高光谱数据的大气校正是定量应用的基本步骤,对于高光谱信息的准确分析至关重要。珠海一号高光谱数据具有空间和光谱分辨率高的特点,在量化水体信息方面具有巨大的潜力和优势。然而,采用更精确的物理模型进行大气校正往往需要大量的卫星和地面环境参数,这给物理模型的应用带来了实际挑战。在此背景下,本研究提出了一种水体信息提取暗物减法(DOSW),专门用于推进珠海一号高光谱数据中水体信息的量化。通过将佛山地区和飞来峡水库的校正结果与典型物体的标准光谱和实测光谱进行比较,对所提出的方法进行了严格评估。结果证明了 DOSW 在大气校正方面的准确性,与三个代表性物体的标准光谱相比,相关系数超过 0.7。值得注意的是,DOSW 在水体校正方面的精度也非常高,在飞来峡水库的相关系数为 0.95,有效误差为 0.002;在佛山地区的相关系数为 0.72,有效误差为 0.005。总之,研究结果表明,DOSW 能够准确地解决珠海一号高光谱数据所面临的大气校正难题,有效地满足了高光谱定量应用的要求。
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引用次数: 0
Estimation of Surface Ice Velocity of Durung Drung Glacier, Western Himalaya using COSI-Corr from Landsat images 利用大地遥感卫星图像的 COSI-Corr 估计西喜马拉雅山脉 Durung Drung 冰川的地表冰速
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-23 DOI: 10.1016/j.ejrs.2024.04.006
Avtar Singh Jasrotia , Suhail Ahmad , Qamer Ridwan , Zishan Ahmad Wani , Sazada Siddiqui , Ayesha Siddiqua , Ekhlas Ali Morfeine aika

Glaciers all over the world have been experiencing recession at varying rates. Alterations in glacial retreat, volume, and mass have direct implications for sea level rise and have implications for the overall health of glaciers. Measuring the surface ice velocity of glaciers presents challenges due to the rugged terrain and harsh climate at high altitudes, making field observations difficult. This study aims to address these challenges by focusing on the calculation of the surface ice velocity of the Durung Drung glacier in Zanskar Valley, Ladakh. Landsat- 7 & 8 panchromatic bands with a resolution of 15 m were used in conjunction with the COSI-Corr module of ENVI image processing software to derive surface ice velocity. The method involved the crosscorrelation of Landsat images from 1999/2000 and 2019/2020. The COSI-Corr module used in this study provided three key outputs: east–west displacement, north–south displacement, and signal-to-noise ratio. These outputs are essential for understanding the movement of the glacier and evaluating the quality of the image correlation. The results indicate that the surface velocity of Durung Drung glacier was 71 ± 6.1 m yr−1 in 1999/2000, which increased (by ∼ 50 %) to 140 ± 7.4 m yr−1 in 2019/2020. An increasing trend in velocity manifests the rising trend in temperature in the western Himalaya. Analysis of CRU TS4 gridded data reveals an increase in temperature while precipitation decreased during 1976–2020. The study recommends that the annual variations in surface ice velocity are a consequence of temperature fluctuations that influence the availability of meltwater.

世界各地的冰川都在以不同的速度衰退。冰川退缩、体积和质量的变化对海平面上升有直接影响,对冰川的整体健康也有影响。由于高海拔地区地形崎岖、气候恶劣,实地观测困难重重,因此测量冰川表面冰速是一项挑战。本研究旨在通过重点计算拉达克赞斯卡尔山谷 Durung Drung 冰川的表面冰速来应对这些挑战。研究使用了分辨率为 15 米的 Landsat- 7 & 8 全景波段和 ENVI 图像处理软件的 COSI-Corr 模块来计算冰川表面的冰速。该方法包括对 1999/2000 年和 2019/2020 年的陆地卫星图像进行交叉相关。本研究中使用的 COSI-Corr 模块提供了三个关键输出:东西位移、南北位移和信噪比。这些输出结果对于了解冰川运动和评估图像相关性的质量至关重要。结果表明,1999/2000 年,杜隆德隆冰川的地表速度为 71 ± 6.1 米/年-1,到 2019/2020 年,速度增加到 140 ± 7.4 米/年-1(增加了 50%)。流速的上升趋势反映了喜马拉雅山西部温度的上升趋势。对 CRU TS4 栅格数据的分析表明,1976-2020 年期间,气温上升,而降水减少。研究建议,地表冰速的年度变化是温度波动影响融水供应的结果。
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引用次数: 0
Implementation of a UAV-aided calibration method for a mobile dual-polarization weather radar 为移动式双偏振天气雷达实施无人机辅助校准方法
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-23 DOI: 10.1016/j.ejrs.2024.04.005
Giorgio Buckingham , Mario De La Cruz , Danny Scipion , Juan C. Espinoza , Joab Apaza , Guillermo Kemper

Weather radar calibration is a crucial factor to be considered for quantitative applications, such as QPE (Quantitative Precipitation Estimation), which is used as input for weather risks management. The present work proposes a novel approach to the end-to-end radar calibration method through the characterization of the radar weighting functions. These are Gaussian functions that model an additional attenuation factor to the radar received power. This approach, based on the inclusion these parameters, allow the obtainment of a calibrated equivalent reflectivity factor expression for a Doppler dual-polarization weather radar that operates in the X band. To calculate these parameters, a UAS (Unmanned Aircraft System) was implemented for suspending the calibration target with a well-defined cross-section and for measuring its inclination due to wind using an IMU (Inertial Measurement Unit). From its measurements, the position of the target can be estimated, which is essential to the characterization of the weighting functions. Their inclusion within the radar equation, alongside the implementation of the angular measurement system highlight the innovation to the traditional radar calibration methodology that does not contemplate them from the explored state-of-the-art. The reflectivity was compared with the measurements from a disdrometer for a moderate rain event. An average reflectivity difference of 0.75 dBZ and a percent bias of 3.3 % were obtained between the expected and estimated measurements when including these functions compared to the 1.51 dBZ and –62.7 % obtained when disregarding them. These experimental results point out that the proposed method can deliver superior accuracy in the reflectivity estimation.

天气雷达校准是定量应用(如 QPE(定量降水估算))需要考虑的一个关键因素,它被用作天气风险管理的输入。本研究通过对雷达加权函数进行表征,为端到端雷达校准方法提出了一种新方法。这些高斯函数可模拟雷达接收功率的附加衰减系数。这种方法以包含这些参数为基础,可以获得在 X 波段工作的多普勒双极化天气雷达的校准等效反射系数表达式。为了计算这些参数,采用了无人驾驶航空器系统(UAS)来悬挂具有明确横截面的校准目标,并使用惯性测量单元(IMU)测量其受风力影响的倾斜度。根据测量结果,可以估算出目标的位置,这对于确定加权函数的特性至关重要。将其纳入雷达方程以及角度测量系统的实施,凸显了对传统雷达校准方法的创新,因为传统雷达校准方法没有考虑到这些最新技术。在一次中雨事件中,反射率与测距仪的测量值进行了比较。当包含这些函数时,预期测量值和估计测量值之间的平均反射率差值为 0.75 dBZ,偏差百分比为 3.3%,而不包含这些函数时,平均反射率差值为 1.51 dBZ,偏差百分比为-62.7%。这些实验结果表明,建议的方法可以提供更高精度的反射率估算。
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引用次数: 0
Exploring the potentiality of InSAR data to estimate land subsidence of the Nile Delta 探索 InSAR 数据估算尼罗河三角洲土地沉降的潜力
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-20 DOI: 10.1016/j.ejrs.2024.03.009
Islam Abou El-Magd , Mohamed Zakzouk , Elham M Ali , Michael Foumelis , Jose Manuel Delgado Blasco

Nile Delta has been historically targeted for various types of human activities since the Pharaohs’ era due to abundance of its natural resources. The increasing land subsidence in the northern delta is a significant concern for the Egyptian government. Moreover, the cumulative subsidence coupled with the scenarios of sea level rise worsens the situation. In the present work, we utilize SNAPPING service on the Geohazards Exploitation Platform (GEP) to measure the spatial and temporal trends, as well as the extent of subsidence in urban areas within the Nile Delta. The study analyzed the period between 2015 and 2020 using 225 Copernicus Sentinel-1 radar imagery using the Persistent Scatterers Interferometry (PSI) technique and reported surface motion with an average of −5 mm/year in the Nile Delta surface. Subsidence is relatively higher in the eastern part with more patterns specific to particular regions. The northern part recorded subsidence ranged from 0 to 7 mm/year. High rates of subsidence up to 17 mm/year localized in locations of Port Said, Damietta, Ad Dakahlia and Al Sharkia governorates and around Manzala Lake. On the other side, medium uplift rates up to 6 mm/year concentrated around Bardaweel Lake, Parts of Ismailia governorate and Baltim city. On-site visual inspections in these areas documented tilting in buildings and clear cracks which confirm the impact of land subsidence on the structural integrity of the buildings. The GEP platform and the SNAPPING service demonstrated the capability of cloud-based solutions to provide precise surface motion information within a short time.

自法老时代起,尼罗河三角洲就因其丰富的自然资源而成为各种人类活动的目标。三角洲北部日益严重的土地沉降是埃及政府非常关注的问题。此外,累积沉降加上海平面上升的情况使情况更加恶化。在本研究中,我们利用地质灾害开发平台(GEP)上的 SNAPPING 服务来测量尼罗河三角洲内城市地区的空间和时间趋势以及沉降范围。该研究使用持久散射体干涉测量(PSI)技术,利用 225 个哥白尼哨兵-1 雷达图像分析了 2015 年至 2020 年期间的情况,并报告了尼罗河三角洲地表平均每年-5 毫米的地表运动。东部地区的沉降相对较高,特定区域的沉降模式更多。北部地区记录的下沉幅度为 0 至 7 毫米/年。在塞得港、达米埃塔、达卡利亚和沙尔基亚省以及曼扎拉湖周围地区,沉降速率高达 17 毫米/年。另一方面,巴达维尔湖周围、伊斯梅利亚省部分地区和巴尔蒂姆市的中等隆起率高达 6 毫米/年。在这些地区进行的现场目视检查记录了建筑物的倾斜和明显的裂缝,证实了土地沉降对建筑物结构完整性的影响。GEP 平台和 SNAPPING 服务展示了基于云的解决方案在短时间内提供精确地表运动信息的能力。
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引用次数: 0
Remote sensing for UN SDGs: A global analysis of research and collaborations 遥感促进联合国可持续发展目标:全球研究与合作分析
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-10 DOI: 10.1016/j.ejrs.2024.04.002
Omer Ekmen , Sultan Kocaman

The Sustainable Development Goals (SDGs) provide a policy-making baseline for countries to overcome shortcomings and barriers for people and the planet Earth by 2030. Remote sensing (RS) enables evidence-based policy making and can contribute to realization of the SDGs by monitoring the indicators and evaluating the targets related to human and physical geography. This study exploited the RS research concerning the SDGs based on a Web of Science Core Collection database query [TS=((“remote sensing” OR “Earth observation*”) AND (“Sustainable Development Goal*”))] between 2016 and 2022 and by utilizing an artificial intelligence tool developed for SDG classification. We retrieved and analyzed articles (n = 308) using science mapping techniques. Remote Sensing is the most relevant journal publishing articles related to this theme. While the dominance of Chinese institutes in terms of authors' affiliation is clear, the highest collaboration network is between the USA and China. Our findings revealed that subjects related to carbon storage, ecological quality and impervious surface draw attention of researchers increasingly and becoming trend topics. From the SDG classification results, SDG 15 and SDG 11 emerged as the most prevalent subjects related to the RS research. Given the exponential increase in the number of studies, we recommend to employ bibliometric analysis and science mapping tools to systematically identify research patterns and gaps in both fields, as manual efforts may progressively become challenging.

可持续发展目标(SDGs)为各国到 2030 年克服人类和地球面临的不足和障碍提供了决策基线。遥感技术(RS)有助于制定以证据为基础的政策,并通过监测与人文和自然地理相关的指标和评估目标,为实现可持续发展目标做出贡献。本研究利用 2016 年至 2022 年期间与可持续发展目标有关的遥感研究,基于科学网核心数据库查询[TS=(("遥感 "或 "地球观测*")和("可持续发展目标*"))],并利用为可持续发展目标分类开发的人工智能工具。我们利用科学绘图技术检索并分析了文章(n = 308)。遥感》是发表与该主题相关文章最多的期刊。从作者所属机构来看,中国研究机构的优势非常明显,而中美之间的合作网络最高。我们的研究结果表明,与碳储存、生态质量和不透水表面相关的主题越来越受到研究人员的关注,并成为趋势性话题。从可持续发展目标的分类结果来看,可持续发展目标 15 和可持续发展目标 11 成为与 RS 研究相关的最热门主题。鉴于研究数量呈指数级增长,我们建议采用文献计量分析和科学绘图工具来系统识别这两个领域的研究模式和差距,因为人工工作可能会逐渐变得具有挑战性。
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引用次数: 0
Analyzing high temporal-resolution of GNSS-based ionospheric VTEC over Nigeria 分析尼日利亚上空基于全球导航卫星系统的电离层 VTEC 的高时间分辨率
IF 6.4 3区 地球科学 Q1 Earth and Planetary Sciences Pub Date : 2024-04-08 DOI: 10.1016/j.ejrs.2024.03.006
Solomon O. Faruna , Dudy D. Wijaya , Bambang Setyadji , Irwan Meilano , Aditya K. Utama , Daniel Okoh

This study focuses on high-temporal-resolution Vertical Total Electron Content (VTEC) estimation over Nigeria, which is crucial for enhancing satellite-based applications. Utilizing RINEX, IONEX, and SP3 data from 2011 across 10 stations, the research integrates a novel VTEC model (LIMS) based on orthogonal transformation, achieving an unprecedented 10-minute temporal resolution sampling. The model incorporates multi-Global Navigation Satellite Systems (GNSS) constellations. Geomagnetic and solar activity impact assessments involve the Ap index, sunspot number, and DSt index. Specifically, the DSt index for March 16–18, 2015, analyzes the geomagnetic storm of St Patrick’s Day. Validation compares LIMS with International GNSS Service (IGS), Center for Orbit Determination in Europe (CODE), and International Reference Ionosphere (IRI-2020) estimates, showing strong correlations during various conditions. Daily VTEC patterns reveal the lowest values in the early morning, a midday peak, occasional double peaks, secondary maximum, and post-sunset enhancements, especially during equinoxes. Seasonal analysis highlights the highest mean VTEC in September Equinox and December Solstice, and the lowest during June Solstice. Spectral analysis identifies prominent diurnal, semi-diurnal, and sub-diurnal frequency components. This research significantly advances the understanding of VTEC in Nigeria, offering a valuable tool for precise positioning, satellite communication, and space weather forecasting. Notably, 9 stations processed 2011 data, while one station from this group and an additional station were used for a 3-day storm analysis in 2015 due to data availability.

本研究的重点是尼日利亚上空的高时间分辨率垂直总电子含量(VTEC)估算,这对提高卫星应用至关重要。研究利用 2011 年 10 个站点的 RINEX、IONEX 和 SP3 数据,整合了基于正交变换的新型 VTEC 模型(LIMS),实现了前所未有的 10 分钟时间分辨率采样。该模型包含多个全球导航卫星系统(GNSS)星座。地磁和太阳活动影响评估涉及 Ap 指数、太阳黑子数和 DSt 指数。具体而言,2015 年 3 月 16-18 日的 DSt 指数分析了圣帕特里克节的地磁暴。验证将 LIMS 与国际全球导航卫星系统服务(IGS)、欧洲轨道测定中心(CODE)和国际参考电离层(IRI-2020)的估计值进行比较,显示在各种条件下都有很强的相关性。每日的 VTEC 模式显示清晨的最低值、正午的峰值、偶尔的双峰、二次最大值和日落后的增强,尤其是在春分时节。季节分析显示,9 月分和 12 月至时的平均 VTEC 值最高,6 月至时最低。频谱分析确定了突出的昼夜、半昼夜和次昼夜频率成分。这项研究极大地促进了对尼日利亚 VTEC 的了解,为精确定位、卫星通信和空间天气预报提供了宝贵的工具。值得注意的是,9 个站点处理了 2011 年的数据,而由于数据可用性的原因,该组中的一个站点和另一个站点被用于 2015 年的 3 天风暴分析。
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引用次数: 0
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Egyptian Journal of Remote Sensing and Space Sciences
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