Edited by leaders in the field, with contributions by a panel of experts, Image Processing for Remote Sensing explores new and unconventional mathematics methods. The coverage includes the physics and mathematical algorithms of SAR images, a comprehensive treatment of MRF-based remote sensing image classification, statistical approaches for

In an era marked by rapid technological progress, women's safety remains a pressing concern despite strides toward gender equality. Women continue to grapple with safety challenges in both public and private spaces, enduring harassment, violence, and discrimination driven by entrenched societal norms and modern complexities. Amidst these challenges, harnessing the potential of artificial intelligence (AI) emerges as a promising avenue to reshape the landscape of women's safety. The groundbreaking book, AI Tools and Applications for Women’s Safety, curated by experts Sivaram Ponnusamy, Vibha Bora, Prema Daigavane, and Sampada Wazalwar, delves into the transformative power of AI to address the daily safety concerns women face. This timely volume explores innovative AI-driven resources and applications that redefine personal security, offering tailored protection through real-time threat assessment and emergency response coordination. With comprehensive insights spanning academia, law enforcement, policymaking, and advocacy, this book covers predictive safety analytics, smart surveillance, ethical considerations, and more. AI Tools and Applications for Women’s Safety not only sheds light on the promise of AI but also paves the way for informed discourse and meaningful action, ushering in a future defined by women's empowerment and security.

One argument in favor of quotas for women’s representation in political office is that female politicians can break down gender barriers more broadly, inspiring individual women to participate politically. In many African countries, where gender gaps in political participation are large, identifying effective strategies to reduce gender imbalances is critical. Recurring climate and conflict shocks are making this task more urgent, to ensure that women’s voices are included when designing responses to those shocks and as it is possible that climate and conflict shocks could widen participation gaps. Using data from 13 African countries on women’s representation in subnational political offices as well as survey data on individual political participation, we find, first, that women’s representation in local office is associated with higher political participation by individual women (but not by men) in this context. Second, using geo-referenced data on shocks, we show that violent conflict shocks in particular lower political participation for everyone, although the effects are stronger for men compared to women in the 12-month frame that we consider here. Third, we find that, when women leaders hold local political office, the negative effects of conflict shocks on political participation are mitigated for women. These analyses offer important new insights into the relationship between women’s political representation and women’s individual political activity within the context of shocks.

Millets are ancient grains that have been cultivated by humans for centuries, and they have recently emerged as a crucial staple food in numerous cultures owing to their abundant essential nutrients and their resilience to changing climates, requiring fewer resources for growth. In the face of the current climate crisis, the spotlight on millets as a cornerstone of sustainable societies has intensified. The Role of Women in Cultivating Sustainable Societies Through Millets delves into the significance of millets in sustainable agriculture and the indispensable role that women play in their cultivation and promotion. This book seeks to advocate for the cultivation and consumption of millets as a pathway to constructing sustainable societies. However, it goes beyond mere cultivation, as it critically recognizes and highlights the pivotal role of women in this transformative process. Drawing from millennia of historical perspectives, the book examines how women have been key agents of change in millet cultivation, shaping its cultivation techniques, preservation, and the propagation of traditional knowledge across generations. To further solidify the book's foundation, it includes compelling case studies, illustrating successful real-world applications of millet cultivation and its socio-economic impact, making this book a timely and essential resource for students, researchers, academicians, and industry professionals alike.

The world is in a race against time to achieve the United Nations Sustainable Development Goals (UN SDGs) by 2030. Despite global efforts to address these ambitious goals, progress remains uneven, and significant gaps persist. Women are often underrepresented and underutilized in leadership positions, yet they possess untapped potential to be formidable forces of change. The Role of Female Leaders in Achieving the Sustainable Development Goals is an exploration into the role of female leaders in overcoming the challenges that hinder the realization of the UN SDGs. It makes clear that the reality of achieving these goals requires a seismic shift in leadership dynamics, with women at the forefront of this transformative journey. The Role of Female Leaders in Achieving the Sustainable Development Goals introduces readers to a diverse array of women leaders who have been instrumental in driving progress towards the UN SDGs. Their stories serve as sources of inspiration for academics, corporate executives, non-governmental organization (NGO) leaders, and government officials, showcasing the tangible impact women can have when given the opportunity to lead. The book is a call to action, urging women to step into leadership roles across academia, corporations, civil society, and government, thereby expediting the achievement of the United Nations development goals.

This book features best selected research papers presented at the Third International Conference on Machine Learning, Internet of Things and Big Data (ICMIB 2023) held at Indira Gandhi Institute of Technology, Sarang, India, during March 10–12, 2023. It comprises high-quality research work by academicians and industrial experts in the field of machine learning, mobile computing, natural language processing, fuzzy computing, green computing, human–computer interaction, information retrieval, intelligent control, data mining and knowledge discovery, evolutionary computing, IoT and applications in smart environments, smart health, smart city, wireless networks, big data, cloud computing, business intelligence, Internet security, pattern recognition, predictive analytics applications in health care, sensor networks and social sensing, and statistical analysis of search techniques.

In a world where the safety of women remains a pressing issue, the intersection of artificial intelligence (AI) and emerging technologies is a motivating force. Despite strides toward gender equality, women continue to face threats, harassment, and violence, necessitating innovative solutions. Traditional approaches fall short of providing comprehensive protection, prompting the exploration of innovative technologies to address these challenges effectively. Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing emerges as a timely and indispensable solution to the persistent safety issues faced by women globally. This persuasive book not only articulates the problems women encounter but also presents groundbreaking solutions that harness the transformative potential of AI. It delves into the intricate ways AI applications, from mobile safety apps to predictive analytics, can be strategically employed to create a safer and more inclusive society for women.

This book describes the contributing aspects of contemporary developments related to sustainable agricultural resources and assessment of sustainable agriculture in developing nations. The issues like food crisis and declining agro-productivity, post-pandemic food security, zonation and mapping technique viewing food crisis, biotechnology and sustainable agricultural, scaling hunger indices, health hazard and food crisis, changing climate and food availability, consumer load and fertilizer usage, growing demand and increasing usage of harmful chemical in agro-fields are regarded as serious concerns. Thereafter, the scope of sustainable agricultural potentiality (SAP) modeling, amidst the arena of deforestation and encroachment of new cultivable land, impact of pandemic on sustainable agriculture, using wastewater as non-sustainable agricultural practice, applying geospatial techniques on extreme weather susceptibility and agro-production, soil erosion and poor agricultural production, questioning shifting cultivation on the issue of sustainability, meteorological drought and irrigational gaps, occupational mobility and loss of agricultural heritage, farm-excreta burning and air quality index (AQI), GI-Science and sustainable agro-management, community preparedness in food crisis management, multi-criteria hunger index (MCHI), climate change declining sustainable agro-production are worth some. Almost the entire world has recently suffered from several natural and human-induced problems, among which food crisis and unsustainable agriculture throw significant challenges to human society. Contrastingly, if modern technology and means, with advanced monitoring and calibration methodology and policy guidance, can help, it will undoubtedly reduce half of the world's problems and ensure the future survival of human society. In addition, this approach also can minimize the other partially linked problems, like climate change and food shortage, livelihood crisis, environmental refugees, international trade balance, global food supply chain interruption, the ever-expanding gap between rich and poor, and so on. Therefore, properly nurturing the knowledge on the application of GI-Science for an agriculturally sustainable society and their monitoring and management can curtail the gap between science, policy, and the ground-level scenario concerned.