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  • Article
  • Open Access
8 Citations
4,125 Views
16 Pages

Evaluating REDD+ Readiness: High-Potential Countries Based on MRV Capacity

  • Hyunyoung Yang,
  • Minkyung Song,
  • Hyeonyu Son,
  • Raehyun Kim and
  • Eunho Choi

2 January 2025

The REDD+ framework (Reducing Emissions from Deforestation and Forest Degradation, along with sustainable forest management and the conservation and enhancement of forest carbon stocks in developing countries) incentivizes developing countries to red...

(This article belongs to the Section Forest Economics, Policy, and Social Science)
  • Article
  • Open Access
14 Citations
4,195 Views
15 Pages

Assessment of REDD+ MRV Capacity in Developing Countries and Implications under the Paris Regime

  • Raehyun Kim,
  • Dong-hwan Kim,
  • Seongsil Cho,
  • Eunho Choi,
  • Jinwoo Park,
  • Sue Kyoung Lee and
  • Yowhan Son

7 September 2021

The United Nations Framework Convention on Climate Change (UNFCCC) recognized the importance of forests in combating climate change and agreed upon financial support for REDD+ activities in developing countries through the Warsaw REDD+ Framework (WRF...

  • Article
  • Open Access
48 Citations
11,000 Views
19 Pages

Monitoring the Carbon Footprint of Dry Bulk Shipping in the EU: An Early Assessment of the MRV Regulation

  • George Panagakos,
  • Thiago de Sousa Pessôa,
  • Nick Dessypris,
  • Michael Bruhn Barfod and
  • Harilaos N. Psaraftis

19 September 2019

Aiming at reducing CO2 emissions from shipping at the EU level, a system for monitoring, reporting, and verification (MRV) of CO2 emissions of ships was introduced in 2015 with the so-called ‘MRV Regulation’. Its stated objective was to p...

(This article belongs to the Special Issue Green Maritime Transport)
  • Perspective
  • Open Access
4 Citations
8,745 Views
21 Pages

29 November 2024

Biochar, produced through the pyrolysis of biomass and green waste, offers significant potential as a soil amendment to enhance soil health and sustainability in agriculture. However, the current Measurement, Reporting, and Verification (MRV) systems...

  • Article
  • Open Access
851 Views
21 Pages

21 April 2026

Developing countries participating in the Warsaw Framework for Reducing Emissions from Deforestation and Forest Degradation Plus (REDD+) (WFR) are eligible to receive financial incentives linked to verified reductions in greenhouse gas emissions from...

(This article belongs to the Topic Forest Carbon Sequestration and Climate Change Mitigation, 2nd Edition)
  • Article
  • Open Access
10 Citations
6,198 Views
27 Pages

EU MRV Data-Based Review of the Ship Energy Efficiency Framework

  • Hui Xing,
  • Shengdai Chang,
  • Ranqi Ma and
  • Kai Wang

The International Maritime Organization (IMO) has set a goal to reach net-zero greenhouse gas emissions from international shipping by or around 2050. The ship energy efficiency framework has played a positive role over the past decade in improving c...

(This article belongs to the Special Issue Energy Efficiency Optimization Technologies for Shipping Decarbonization)
  • Article
  • Open Access
2 Citations
2,132 Views
22 Pages

16 November 2023

The actual situation of carbon-emission reduction in China’s power sector has not yet achieved the expected benefits. The rent-seeking behavior of participants in power construction projects (PCPs) hinders the realization of low-carbon benefits...

(This article belongs to the Section Construction Management, and Computers & Digitization)
  • Article
  • Open Access
10 Citations
4,273 Views
21 Pages

Unexpected Genetic Diversity of Two Novel Swine MRVs in Italy

  • Lara Cavicchio,
  • Luca Tassoni,
  • Gianpiero Zamperin,
  • Mery Campalto,
  • Marilena Carrino,
  • Stefania Leopardi,
  • Paola De Benedictis and
  • Maria Serena Beato

22 May 2020

Mammalian Orthoreoviruses (MRV) are segmented dsRNA viruses in the family Reoviridae. MRVs infect mammals and cause asymptomatic respiratory, gastro-enteric and, rarely, encephalic infections. MRVs are divided into at least three serotypes: MRV1, MRV...

(This article belongs to the Special Issue Reoviruses)
  • Article
  • Open Access
2 Citations
2,201 Views
21 Pages

Deep-sea pipeline target detection is a critical component in enhancing the efficiency of ocean resource exploitation. Traditional methods for underwater pipeline detection encounter numerous challenges, such as low brightness, high blur, and interfe...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
706 Views
29 Pages

18 March 2026

This study presents a large-scale empirical comparison of operational efficiency metrics derived from the IMO Data Collection System (DCS) and the EU Monitoring, Reporting and Verification (MRV) framework. Paired non-parametric tests, effect size est...

  • Article
  • Open Access
3 Citations
3,911 Views
20 Pages

Assessing Elevation-Based Forest Dynamics over Space and Time toward REDD+ MRV in Upland Myanmar

  • Siqi Lu,
  • Chuanrong Zhang,
  • Jinwei Dong,
  • Muhammad Adil and
  • Heli Lu

2 December 2022

Implementation of a measuring, reporting, and verifying (MRV) framework is essential for reducing emissions from deforestation and forest degradation (REDD+). According to the United Nations Framework Convention on Climate Change, MRV can be regarded...

(This article belongs to the Special Issue Land Degradation Assessment with Earth Observation (Second Edition))
  • Article
  • Open Access
250 Views
42 Pages

17 September 2026

Maritime decarbonisation requires transparent use of verified emissions data without overstating what regulatory datasets can explain. This study examines how EU Monitoring, Reporting, and Verification (MRV) data can support descriptive benchmarking...

(This article belongs to the Special Issue Artificial Intelligence for Maritime Energy Transition and Sustainable Transport)
  • Article
  • Open Access
1 Citations
1,708 Views
23 Pages

9 October 2025

This study examines the governance of building carbon markets in the context of China’s “dual-carbon strategy”, focusing specifically on the integration of Monitoring, Reporting, and Verification (MRV) systems. The study identifies...

(This article belongs to the Section Construction Management, and Computers & Digitization)
  • Article
  • Open Access
57 Citations
9,029 Views
20 Pages

Inclusion of Shipping in the EU-ETS: Assessing the Direct Costs for the Maritime Sector Using the MRV Data

  • Anastasia Christodoulou,
  • Dimitrios Dalaklis,
  • Aykut I. Ölçer and
  • Peyman Ghaforian Masodzadeh

30 June 2021

This paper aims to assess the direct economic impact on the maritime sector from its inclusion in the European Union-Emission Trading System (EU-ETS). The Monitoring, Reporting and Verification (MRV) data are analysed for the estimation of carbon dio...

(This article belongs to the Section C: Energy Economics and Policy)
  • Article
  • Open Access
827 Views
17 Pages

11 February 2026

In the context of China’s “dual-carbon” strategy, the Beijing 2022 Winter Olympics provides a critical case for examining whether carbon-neutral commitments can be translated into measurable and lasting environmental outcomes throug...

(This article belongs to the Section Resources and Sustainable Utilization)
  • Article
  • Open Access
586 Views
23 Pages

Background: Smart-city road and intersection management increasingly aims to smooth bus operations and reduce stop-and-go driving, but cities often lack auditable indicators linking routine fleet data with comparable energy and environmental KPIs. Me...

(This article belongs to the Special Issue Paving the Future: Sustainable Road Design and Urban Mobility in Smart Cities, 2nd Edition)
  • Comment
  • Open Access
11 Citations
7,141 Views
14 Pages

Comment on Gebhardt et al. MAD-MEX: Automatic Wall-to-Wall Land Cover Monitoring for the Mexican REDD-MRV Program Using All Landsat Data. Remote Sens. 2014, 6, 3923–3943

  • Jean-François Mas,
  • Stéphane Couturier,
  • Jaime Paneque-Gálvez,
  • Margaret Skutsch,
  • Azucena Pérez-Vega,
  • Miguel Angel Castillo-Santiago and
  • Gerardo Bocco

23 June 2016

Gebhardt et al. (2014) presented the Monitoring Activity Data for the Mexican REDD+ program (MAD-MEX), an automatic nation-wide land cover monitoring system for the Mexican REDD+ MRV. Though MAD-MEX represents a valuable first effort toward establish...

  • Article
  • Open Access
377 Views
36 Pages

Retrospective Forest Volume Estimation in Southern Chile Using ALOS-PALSAR for Carbon MRV Applications

  • Pablo Alejandro,
  • Cristina Gómez,
  • Georgina Trujillo and
  • Javier Velázquez

7 September 2026

Accurate historical estimates of forest carbon stocks are essential for greenhouse gas inventories and REDD+ Measurement, Reporting and Verification (MRV) systems, particularly in remote and persistently cloudy regions where field inventories and opt...

(This article belongs to the Special Issue Advanced Remote Sensing Technology for Precision Forestry and Carbon Sink Assessment)
  • Article
  • Open Access
779 Views
23 Pages

Remote Sensing and AI-Based Monitoring of Soil Properties for Tier-3 MRV Framework of Complex Mediterranean Agroforestry Systems

  • Dimitra Palantza,
  • Konstantinos Karyotis,
  • Judit Torres Fernández del Campo,
  • Laura Hernández Mateo and
  • George Zalidis

24 June 2026

Soil organic carbon (SOC) plays a critical role in climate regulation, soil fertility, and ecosystem resilience, making its accurate spatial quantification essential for sustainable land management and greenhouse gas (GHG) reporting. However, mapping...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
16 Citations
3,761 Views
11 Pages

Mammalian Orthoreovirus (MRV) Is Widespread in Wild Ungulates of Northern Italy

  • Sara Arnaboldi,
  • Francesco Righi,
  • Virginia Filipello,
  • Tiziana Trogu,
  • Davide Lelli,
  • Alessandro Bianchi,
  • Silvia Bonardi,
  • Enrico Pavoni,
  • Barbara Bertasi and
  • Antonio Lavazza

3 February 2021

Mammalian orthoreoviruses (MRVs) are emerging infectious agents that may affect wild animals. MRVs are usually associated with asymptomatic or mild respiratory and enteric infections. However, severe clinical manifestations have been occasionally rep...

(This article belongs to the Special Issue Reoviruses)
  • Article
  • Open Access
5 Citations
4,169 Views
22 Pages

Full-Field Comparison of MRV and CFD of Gas Flow through Regular Catalytic Monolithic Structures

  • Mojtaba Mirdrikvand,
  • Mehrdad Sadeghi,
  • Georg R. Pesch,
  • Wolfgang Dreher and
  • Jorg Thöming

23 March 2021

Understanding the influence of gas flow maldistribution in honeycombs can be beneficial for the process design in various technical applications. Although recent studies have investigated the effect of maldistribution by comparing the results of nume...

(This article belongs to the Section Catalysis Enhanced Processes)
  • Review
  • Open Access
15 Citations
5,663 Views
24 Pages

9 December 2025

Climate change mitigation involves carbon sequestration that can be supported by Voluntary Carbon Markets (VCMs) and counted as Nationally Determined Contributions (NDCs) in national climate change strategies. Integrating these allows for the determi...

(This article belongs to the Section Sustainable Food)
  • Article
  • Open Access
71 Citations
17,638 Views
21 Pages

MAD-MEX: Automatic Wall-to-Wall Land Cover Monitoring for the Mexican REDD-MRV Program Using All Landsat Data

  • Steffen Gebhardt,
  • Thilo Wehrmann,
  • Miguel Angel Muñoz Ruiz,
  • Pedro Maeda,
  • Jesse Bishop,
  • Matthias Schramm,
  • Rene Kopeinig,
  • Oliver Cartus,
  • Josef Kellndorfer and
  • Michael Schmidt
  • + 2 authors

30 April 2014

Estimating forest area at a national scale within the United Nations program of Reducing Emissions from Deforestation and Forest Degradation (REDD) is primarily based on land cover information using remote sensing technologies. Timely delivery for a...

  • Article
  • Open Access
3 Citations
2,234 Views
20 Pages

Peripheral B Lymphocyte Serves as a Reservoir for the Persistently Covert Infection of Mandarin Fish Siniperca chuatsi Ranavirus

  • Wenfeng Zhang,
  • Hui Gong,
  • Qianqian Sun,
  • Yuting Fu,
  • Xiaosi Wu,
  • Hengwei Deng,
  • Shaoping Weng,
  • Jianguo He and
  • Chuanfu Dong

9 December 2024

Mandarin fish ranavirus (MRV) is a distinctive member among the genus Ranavirus of the family Iridoviridae. The persistently covert infection of MRV was previously observed in a natural outbreak of MRV, but the underlying mechanism remains unclear. H...

(This article belongs to the Section Animal Viruses)
  • Article
  • Open Access
24 Citations
7,064 Views
26 Pages

Potential of Different Optical and SAR Data in Forest and Land Cover Classification to Support REDD+ MRV

  • Laura Sirro,
  • Tuomas Häme,
  • Yrjö Rauste,
  • Jorma Kilpi,
  • Jarno Hämäläinen,
  • Katja Gunia,
  • Bernardus De Jong and
  • Fernando Paz Pellat

14 June 2018

The applicability of optical and synthetic aperture radar (SAR) data for land cover classification to support REDD+ (Reducing Emissions from Deforestation and Forest Degradation) MRV (measuring, reporting and verification) services was tested on a tr...

  • Article
  • Open Access
337 Views
26 Pages

4 August 2026

Coastal shipping systems experience complex functional degradation and recovery under port congestion, extreme weather, channel restrictions, and environmental constraints. To support sustainable maritime governance and port management, this paper pr...

(This article belongs to the Special Issue Advancing Sustainable and Resilient Maritime Systems: The Role of Big Data and AI)
  • Systematic Review
  • Open Access
4 Citations
2,568 Views
60 Pages

The current research undertook a comprehensive examination of global research related to the use of measurement, reporting, and verification (MRV) techniques for quantifying and tracking greenhouse gas (GHG) emissions from agriculture and livestock f...

  • Article
  • Open Access
7 Citations
3,335 Views
12 Pages

20 December 2023

Mandarin fish ranavirus (MRV) infection poses a substantial challenge to the mandarin fish culture industry as no effective preventive or therapeutic measures currently exist. The creation of a highly permissive cell line from a natural host is cruci...

  • Article
  • Open Access
980 Views
25 Pages

Towards Energy Efficiency: A Framework for Measuring, Reporting and Verifying Energy Data from Smart Buildings

  • Julia Köhlke,
  • Anna Brüning-Pfeiffer,
  • Viktor Dmitriyev,
  • Franziska Tucci and
  • Jad Asswad

13 February 2026

Measurement, Reporting and Verification (MRV) concepts have emerged as a means for reviewing and ensuring the effectiveness of energy efficiency measures (EEMs) in smart buildings. Nevertheless, high technological and regulatory demands imposed by th...

(This article belongs to the Section B: Energy and Environment)
  • Article
  • Open Access
29 Citations
9,801 Views
24 Pages

Participating in REDD+ Measurement, Reporting, and Verification (PMRV): Opportunities for Local People?

  • Manuel Boissière,
  • Guillaume Beaudoin,
  • Carola Hofstee and
  • Serge Rafanoharana

31 July 2014

Assessing forest changes is the baseline requirement for successful forest management. Measurement, Reporting, and Verification (MRV) are three essential components for achieving such assessments. Community participation in resource monitoring and ma...

(This article belongs to the Special Issue The Potential Role for Community Monitoring in MRV and in Benefit Sharing in REDD+)
  • Case Report
  • Open Access
35 Citations
13,914 Views
24 Pages

Case Study Report: Community-Based Monitoring Systems for REDD+ in Guyana

  • Helen Bellfield,
  • David Sabogal,
  • Lucy Goodman and
  • Matt Leggett

6 January 2015

A fundamental component of initiatives to reduce emissions from deforestation and forest degradation (REDD+); will be the development of robust and cost-effective measuring, reporting, and verification (MRV) instruments for national forest monitoring...

(This article belongs to the Special Issue The Potential Role for Community Monitoring in MRV and in Benefit Sharing in REDD+)
  • Article
  • Open Access
77 Citations
16,254 Views
20 Pages

An Assessment of Global Forest Change Datasets for National Forest Monitoring and Reporting

  • Nikolaos Galiatsatos,
  • Daniel N.M. Donoghue,
  • Pete Watt,
  • Pradeepa Bholanath,
  • Jeffrey Pickering,
  • Matthew C. Hansen and
  • Abu R.J. Mahmood

2 June 2020

Global Forest Change datasets have the potential to assist countries with national forest measuring, reporting and verification (MRV) requirements. This paper assesses the accuracy of the Global Forest Change data against nationally derived forest ch...

(This article belongs to the Special Issue National REDD+ Monitoring and Reporting)
  • Article
  • Open Access
6 Citations
4,541 Views
14 Pages

20 December 2021

Studies that use magnetic resonance velocimetry (MRV) to assess flows through porous media require a sufficiently small voxel size to determine the velocity field at a sub-pore scale. The smaller the voxel size, the less information is lost through t...

(This article belongs to the Special Issue Physics in Engineering: A Themed Issue in Honour of Professor Peter Vadasz on the Occasion of His 70th Birthday)
  • Article
  • Open Access
3 Citations
2,162 Views
11 Pages

9 August 2024

In July 2017, a family of three members, a 46-year-old male, a 45-year-old female and their 8-year-old daughter, returned to South Africa from Thailand. They presented symptoms consistent with mosquito-borne diseases, including fever, headache, sever...

(This article belongs to the Section Human Virology and Viral Diseases)
  • Proceeding Paper
  • Open Access
2 Citations
2,964 Views
10 Pages

13 November 2025

This study examines Pakistan’s steel sector’s readiness to comply with the European Union’s Carbon Border Adjustment Mechanism (CBAM), which mandates verified emissions disclosures for carbon-intensive imports. Although the sector p...

(This article belongs to the Proceedings of The 5th International Conference on Advances in Mechanical Engineering (ICAME-25))
  • Article
  • Open Access
2 Citations
679 Views
40 Pages

A Roadmap for High-Integrity Soil Organic Carbon Sequestration in Mineral Soils: From Potential to Verified Storage

  • Dimitrios Aidonis,
  • Lefteris Benos,
  • Dimitrios Kateris,
  • Patrizia Busato,
  • Claus Grøn Sørensen,
  • George Kyriakarakos,
  • Remigio Berruto and
  • Dionysis Bochtis

3 July 2026

This study provides a structured operational-to-financial roadmap for soil organic carbon (SOC) sequestration in mineral soils as a specific carbon-farming pathway. It integrates SOC management; Monitoring, Reporting, and Verification (MRV) execution...

(This article belongs to the Topic Greenhouse Gas Emission Reductions and Carbon Sequestration in Agriculture)
  • Article
  • Open Access
44 Citations
14,045 Views
19 Pages

Options to Continue the EU ETS for Aviation in a CORSIA-World

  • Sven Maertens,
  • Wolfgang Grimme,
  • Janina Scheelhaase and
  • Martin Jung

15 October 2019

From 2021, an increasing percentage of the carbon emission growth in international air transport will be subject to offsetting under the Carbon Offsetting and Reduction Scheme for International Aviation (CORSIA). Presently, it is still unclear if, an...

(This article belongs to the Special Issue Sustainability of Air Transport System: A Quantitative Assessment of Current and Future Developments)
  • Article
  • Open Access
1,533 Views
36 Pages

Universities worldwide are increasingly committing to carbon neutrality; however, most institutional climate strategies treat operational emissions forecasting and ecosystem-based carbon sequestration as separate analytical domains, leading to incons...

(This article belongs to the Special Issue Net-Zero Built Environments: Decarbonization via Digital Tools, Design & Landscape Sustainability)
  • Reply
  • Open Access
1 Citations
4,884 Views
4 Pages

Reply to Mas et al.: Comment on Gebhardt et al. MAD-MEX: Automatic Wall-to-Wall Land Cover Monitoring for the Mexican REDD-MRV Program Using All Landsat Data. Remote Sens. 2014, 6, 3923–3943

  • Michael Schmidt,
  • Steffen Gebhardt,
  • Thilo Wehrmann,
  • Rainer Ressl,
  • Miguel Muñoz Ruiz,
  • Carmen Meneses Tovar,
  • Jorge Morfin,
  • Raul Rodríguez,
  • Enrique Serrano and
  • Jose Luis Ornelas
  • + 4 authors

23 June 2016

Mas, J.F. et al. have submitted a paper [1] for publication, which aims to respond to a paper published by Gebhardt et al. [2]. Mas, J.F. et al. had received a consultancy in 2013 to assess the quality of the early prototype products partly described...

  • Article
  • Open Access
10 Citations
5,629 Views
22 Pages

ForestSplat: Proof-of-Concept for a Scalable and High-Fidelity Forestry Mapping Tool Using 3D Gaussian Splatting

  • Belal Shaheen,
  • Matthew David Zane,
  • Bach-Thuan Bui,
  • Shubham,
  • Tianyuan Huang,
  • Manuel Merello,
  • Ben Scheelk,
  • Steve Crooks and
  • Michael Wu

12 March 2025

Accurate, scalable forestry insights are critical for implementing carbon credit-based reforestation initiatives and data-driven ecosystem management. However, existing forest quantification methods face significant challenges: hand measurement is la...

(This article belongs to the Section Forest Remote Sensing)
  • Editorial
  • Open Access
26 Citations
5,727 Views
6 Pages

4 August 2021

This Special Issue contains articles presenting advances in soil organic carbon (SOC) sequestration practices, considering their benefits, trade-offs and monitoring. The studies deal with (1) agricultural practices and climate change, (2) the effect...

(This article belongs to the Special Issue Soil Carbon Sequestration for Food Security, Climate Change Adaptation and Mitigation)
  • Article
  • Open Access
45 Citations
14,755 Views
27 Pages

Multi-Level Policy Dialogues, Processes, and Actions: Challenges and Opportunities for National REDD+ Safeguards Measurement, Reporting, and Verification (MRV)

  • Pamela Jagger,
  • Maria Brockhaus,
  • Amy E. Duchelle,
  • Maria Fernanda Gebara,
  • Kathleen Lawlor,
  • Ida Aju Pradnja Resosudarmo and
  • William D. Sunderlin

15 September 2014

REDD+ social safeguards have gained increasing attention in numerous forums. This paper reviews the evolution of multi-level policy dialogues, processes, and actions related to REDD+ social safeguards (e.g., Cancun Safeguards 1–5) among policy makers...

  • Article
  • Open Access
9 Citations
4,230 Views
29 Pages

Agroforestry as a Resource for Resilience in the Technological Era: The Case of Ukraine

  • Sergiusz Pimenow,
  • Olena Pimenowa,
  • Lubov Moldavan,
  • Piotr Prus and
  • Katarzyna Sadowska

25 September 2025

Climate change is intensifying droughts, heatwaves, dust storms, and rainfall variability across Eastern Europe, undermining yields and soil stability. In Ukraine, decades of underinvestment and wartime damage have led to widespread degradation of fi...

  • Article
  • Open Access
5 Citations
1,906 Views
20 Pages

Regenerative agriculture (RA) offers a critical pathway for climate change mitigation and adaptation, yet its implementation is often hindered by conceptual ambiguity and a lack of standardized assessment frameworks. This study employs a comparative...

(This article belongs to the Section Agricultural Systems and Management)
  • Article
  • Open Access
465 Views
32 Pages

Corporate Greenhouse Gas Disclosure in Brazil: Evidence from ISO 14001, ISO 14064, and the GHG Protocol

  • José Fernando Faro,
  • Leandro Alves da Silva and
  • Fernando Tobal Berssaneti

3 August 2026

Corporate greenhouse gas (GHG) disclosure has become an increasingly important mechanism for improving transparency, accountability, and climate governance. Although ISO 14001, ISO 14064, and the GHG Protocol provide complementary approaches to envir...

(This article belongs to the Section Environmental Sustainability and Applications)
  • Article
  • Open Access
14 Citations
3,619 Views
14 Pages

The Interaction of Mandarin Fish DDX41 with STING Evokes type I Interferon Responses Inhibiting Ranavirus Replication

  • Xiao-Wei Qin,
  • Zhi-Yong Luo,
  • Wei-Qiang Pan,
  • Jian He,
  • Zhi-Min Li,
  • Yang Yu,
  • Chang Liu,
  • Shao-Ping Weng,
  • Jian-Guo He and
  • Chang-Jun Guo

24 December 2022

DDX41 is an intracellular DNA sensor that evokes type I interferon (IFN-I) production via the adaptor stimulator of interferon gene (STING), triggering innate immune responses against viral infection. However, the regulatory mechanism of the DDX41-ST...

(This article belongs to the Special Issue Fish Antiviral Immunity)
  • Article
  • Open Access
1 Citations
1,299 Views
22 Pages

MRV-YOLO: A Multi-Channel Remote Sensing Object Detection Method for Identifying Reclaimed Vegetation in Hilly and Mountainous Mining Areas

  • Xingmei Li,
  • Hengkai Li,
  • Jingjing Dai,
  • Kunming Liu,
  • Guanshi Wang,
  • Shengdong Nie and
  • Zhiyu Zhang

2 October 2025

Leaching mining of ion-adsorption rare earths degrades soil organic matter and hampers vegetation recovery. High-resolution UAV remote sensing enables large-scale monitoring of reclamation, yet vegetation detection accuracy is constrained by key chal...

(This article belongs to the Section Forest Inventory, Modeling and Remote Sensing)
  • Review
  • Open Access
731 Views
34 Pages

Background: Buildings and construction account for a substantial share of global energy use, carbon dioxide emissions, and material extraction, making both operational and embodied carbon central to climate-resilient building policy. Methods: This ar...

(This article belongs to the Special Issue New Trends in Digital Buildings)
  • Case Report
  • Open Access
46 Citations
13,088 Views
15 Pages

30 September 2014

Reducing emissions from deforestation and forest degradation (REDD+) is an international climate policy instrument that is expected to tap into the large mitigation potential for conservation and better management of the world’s forests through finan...

(This article belongs to the Special Issue The Potential Role for Community Monitoring in MRV and in Benefit Sharing in REDD+)
  • Article
  • Open Access
16 Citations
5,605 Views
19 Pages

How COVID-19 Affected GHG Emissions of Ferries in Europe

  • Gianandrea Mannarini,
  • Mario Leonardo Salinas,
  • Lorenzo Carelli and
  • Alessandro Fassò

27 April 2022

Unprecedented socioeconomic conditions during the COVID-19 pandemic impacted shipping. We combined ferry CO2 emissions in Europe (from the EU-MRV) with port call data and vessel parameters, and analysed them using mixed-effects linear models with int...

(This article belongs to the Special Issue Statistics and Econometrics of Environment and Climate Change)

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